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ORCIDBibTeX records: Tom M. Mitchell
@article{DBLP:journals/corr/abs-2402-01108,
author = {Pouya Pezeshkpour and
Eser Kandogan and
Nikita Bhutani and
Sajjadur Rahman and
Tom M. Mitchell and
Estevam Hruschka},
title = {Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges
and Human-Centered Solutions},
journal = {CoRR},
volume = {abs/2402.01108},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01108},
doi = {10.48550/ARXIV.2402.01108},
eprinttype = {arXiv},
eprint = {2402.01108},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ectel/SchmuckerPSSM23,
author = {Robin Schmucker and
Nimish Pachapurkar and
Bala Shanmugam and
Miral Shah and
Tom M. Mitchell},
editor = {Olga Viberg and
Ioana Jivet and
Pedro J. Mu{\~{n}}oz{-}Merino and
Maria A. Perifanou and
Tina Papathoma},
title = {Learning to Give Useful Hints: Assistance Action Evaluation and Policy
Improvements},
booktitle = {Responsive and Sustainable Educational Futures - 18th European Conference
on Technology Enhanced Learning, {EC-TEL} 2023, Aveiro, Portugal,
September 4-8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14200},
pages = {383--398},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42682-7\_26},
doi = {10.1007/978-3-031-42682-7\_26},
timestamp = {Tue, 12 Sep 2023 07:57:21 +0200},
biburl = {https://dblp.org/rec/conf/ectel/SchmuckerPSSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AzariaM23,
author = {Amos Azaria and
Tom M. Mitchell},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {The Internal State of an {LLM} Knows When It's Lying},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {967--976},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.68},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.68},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/AzariaM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/KimIBHNM23,
author = {Bosung Kim and
Hayate Iso and
Nikita Bhutani and
Estevam Hruschka and
Ndapa Nakashole and
Tom M. Mitchell},
editor = {Jong C. Park and
Yuki Arase and
Baotian Hu and
Wei Lu and
Derry Wijaya and
Ayu Purwarianti and
Adila Alfa Krisnadhi},
title = {Zero-shot Triplet Extraction by Template Infilling},
booktitle = {Proceedings of the 13th International Joint Conference on Natural
Language Processing and the 3rd Conference of the Asia-Pacific Chapter
of the Association for Computational Linguistics, {IJCNLP} 2023 -Volume
1: Long Papers, Nusa Dua, Bali, November 1 - 4, 2023},
pages = {272--284},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.ijcnlp-main.18},
doi = {10.18653/V1/2023.IJCNLP-MAIN.18},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/KimIBHNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nesy/SilverM23,
author = {Daniel L. Silver and
Tom M. Mitchell},
editor = {Artur S. d'Avila Garcez and
Tarek R. Besold and
Marco Gori and
Ernesto Jim{\'{e}}nez{-}Ruiz},
title = {The Roles of Symbols in Neural-based {AI:} They are Not What You Think!},
booktitle = {Proceedings of the 17th International Workshop on Neural-Symbolic
Learning and Reasoning, La Certosa di Pontignano, Siena, Italy, July
3-5, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3432},
pages = {420--421},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3432/paper40.pdf},
timestamp = {Tue, 11 Jul 2023 17:14:10 +0200},
biburl = {https://dblp.org/rec/conf/nesy/SilverM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuFLALM23,
author = {Yue Wu and
Yewen Fan and
Paul Pu Liang and
Amos Azaria and
Yuanzhi Li and
Tom M. Mitchell},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Read and Reap the Rewards: Learning to Play Atari with the Help of
Instruction Manuals},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/034d7bfeace2a9a258648b16fc626298-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuFLALM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuMPBSAML23,
author = {Yue Wu and
So Yeon Min and
Shrimai Prabhumoye and
Yonatan Bisk and
Russ Salakhutdinov and
Amos Azaria and
Tom M. Mitchell and
Yuanzhi Li},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{SPRING:} Studying Papers and Reasoning to play Games},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/46c2a9a6f2b2be68682013eb1173c801-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuMPBSAML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/SilverM23,
author = {Daniel L. Silver and
Tom M. Mitchell},
editor = {Pascal Hitzler and
Md. Kamruzzaman Sarker and
Aaron Eberhart},
title = {The Roles of Symbols in Neural-Based {AI:} They Are Not What You Think!},
booktitle = {Compendium of Neurosymbolic Artificial Intelligence},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {369},
pages = {1--28},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230133},
doi = {10.3233/FAIA230133},
timestamp = {Mon, 05 Feb 2024 20:35:57 +0100},
biburl = {https://dblp.org/rec/series/faia/SilverM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04449,
author = {Yue Wu and
Yewen Fan and
Paul Pu Liang and
Amos Azaria and
Yuanzhi Li and
Tom M. Mitchell},
title = {Read and Reap the Rewards: Learning to Play Atari with the Help of
Instruction Manuals},
journal = {CoRR},
volume = {abs/2302.04449},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04449},
doi = {10.48550/ARXIV.2302.04449},
eprinttype = {arXiv},
eprint = {2302.04449},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13626,
author = {Daniel L. Silver and
Tom M. Mitchell},
title = {The Roles of Symbols in Neural-based {AI:} They are Not What You Think!},
journal = {CoRR},
volume = {abs/2304.13626},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13626},
doi = {10.48550/ARXIV.2304.13626},
eprinttype = {arXiv},
eprint = {2304.13626},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13734,
author = {Amos Azaria and
Tom M. Mitchell},
title = {The Internal State of an {LLM} Knows When its Lying},
journal = {CoRR},
volume = {abs/2304.13734},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13734},
doi = {10.48550/ARXIV.2304.13734},
eprinttype = {arXiv},
eprint = {2304.13734},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02412,
author = {Yue Wu and
So Yeon Min and
Yonatan Bisk and
Ruslan Salakhutdinov and
Amos Azaria and
Yuanzhi Li and
Tom M. Mitchell and
Shrimai Prabhumoye},
title = {Plan, Eliminate, and Track - Language Models are Good Teachers for
Embodied Agents},
journal = {CoRR},
volume = {abs/2305.02412},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.02412},
doi = {10.48550/ARXIV.2305.02412},
eprinttype = {arXiv},
eprint = {2305.02412},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-02412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15486,
author = {Yue Wu and
Shrimai Prabhumoye and
So Yeon Min and
Yonatan Bisk and
Ruslan Salakhutdinov and
Amos Azaria and
Tom M. Mitchell and
Yuanzhi Li},
title = {{SPRING:} {GPT-4} Out-performs {RL} Algorithms by Studying Papers
and Reasoning},
journal = {CoRR},
volume = {abs/2305.15486},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15486},
doi = {10.48550/ARXIV.2305.15486},
eprinttype = {arXiv},
eprint = {2305.15486},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01420,
author = {Robin Schmucker and
Meng Xia and
Amos Azaria and
Tom M. Mitchell},
title = {Ruffle{\&}Riley: Towards the Automated Induction of Conversational
Tutoring Systems},
journal = {CoRR},
volume = {abs/2310.01420},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01420},
doi = {10.48550/ARXIV.2310.01420},
eprinttype = {arXiv},
eprint = {2310.01420},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01557,
author = {Yue Wu and
Xuan Tang and
Tom M. Mitchell and
Yuanzhi Li},
title = {SmartPlay : {A} Benchmark for LLMs as Intelligent Agents},
journal = {CoRR},
volume = {abs/2310.01557},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01557},
doi = {10.48550/ARXIV.2310.01557},
eprinttype = {arXiv},
eprint = {2310.01557},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ncs/TonevaMW22,
author = {Mariya Toneva and
Tom M. Mitchell and
Leila Wehbe},
title = {Combining computational controls with natural text reveals aspects
of meaning composition},
journal = {Nat. Comput. Sci.},
volume = {2},
number = {11},
pages = {745--757},
year = {2022},
url = {https://doi.org/10.1038/s43588-022-00354-6},
doi = {10.1038/S43588-022-00354-6},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ncs/TonevaMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/KhadilkarKM22,
author = {Kunal Khadilkar and
Ashiqur R. KhudaBukhsh and
Tom M. Mitchell},
title = {Gender bias, social bias, and representation: 70 years of B\({}^{\mbox{\emph{H}}}\)ollywood},
journal = {Patterns},
volume = {3},
number = {2},
pages = {100409},
year = {2022},
url = {https://doi.org/10.1016/j.patter.2021.100409},
doi = {10.1016/J.PATTER.2021.100409},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/patterns/KhadilkarKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/KhadilkarKM22a,
author = {Kunal Khadilkar and
Ashiqur R. KhudaBukhsh and
Tom M. Mitchell},
title = {Gender bias, social bias, and representation: 70 years of B\({}^{\mbox{\emph{H}}}\)ollywood},
journal = {Patterns},
volume = {3},
number = {2},
pages = {100442},
year = {2022},
url = {https://doi.org/10.1016/j.patter.2022.100442},
doi = {10.1016/J.PATTER.2022.100442},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/patterns/KhadilkarKM22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/KhadilkarKM22b,
author = {Kunal Khadilkar and
Ashiqur R. KhudaBukhsh and
Tom M. Mitchell},
title = {Gender bias, social bias, and representation in Bollywood and Hollywood},
journal = {Patterns},
volume = {3},
number = {4},
pages = {100486},
year = {2022},
url = {https://doi.org/10.1016/j.patter.2022.100486},
doi = {10.1016/J.PATTER.2022.100486},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/patterns/KhadilkarKM22b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/SaparovM22,
author = {Abulhair Saparov and
Tom M. Mitchell},
title = {Towards General Natural Language Understanding with Probabilistic
Worldbuilding},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {10},
pages = {325--342},
year = {2022},
url = {https://doi.org/10.1162/tacl\_a\_00463},
doi = {10.1162/TACL\_A\_00463},
timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/SaparovM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socinfo/KhudaBukhshPM22,
author = {Ashiqur R. KhudaBukhsh and
Shriphani Palakodety and
Tom M. Mitchell},
editor = {Frank Hopfgartner and
Kokil Jaidka and
Philipp Mayr and
Joemon M. Jose and
Jan Breitsohl},
title = {Harnessing Unsupervised Word Translation to Address Resource Inequality
for Peace and Health},
booktitle = {Social Informatics - 13th International Conference, SocInfo 2022,
Glasgow, UK, October 19-21, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13618},
pages = {159--180},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19097-1\_10},
doi = {10.1007/978-3-031-19097-1\_10},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/socinfo/KhudaBukhshPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/KhudaBukhshSKM22,
author = {Ashiqur R. KhudaBukhsh and
Rupak Sarkar and
Mark S. Kamlet and
Tom M. Mitchell},
title = {Fringe News Networks: Dynamics of {US} News Viewership following the
2020 Presidential Election},
booktitle = {WebSci '22: 14th {ACM} Web Science Conference 2022, Barcelona, Spain,
June 26 - 29, 2022},
pages = {269--278},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501247.3531577},
doi = {10.1145/3501247.3531577},
timestamp = {Tue, 28 Jun 2022 11:14:03 +0200},
biburl = {https://dblp.org/rec/conf/websci/KhudaBukhshSKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03980,
author = {Robin Schmucker and
Tom M. Mitchell},
title = {Transferable Student Performance Modeling for Intelligent Tutoring
Systems},
journal = {CoRR},
volume = {abs/2202.03980},
year = {2022},
url = {https://arxiv.org/abs/2202.03980},
eprinttype = {arXiv},
eprint = {2202.03980},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ArabshahiLGMAM21,
author = {Forough Arabshahi and
Jennifer Lee and
Mikayla Gawarecki and
Kathryn Mazaitis and
Amos Azaria and
Tom M. Mitchell},
title = {Conversational Neuro-Symbolic Commonsense Reasoning},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {4902--4911},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i6.16623},
doi = {10.1609/AAAI.V35I6.16623},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ArabshahiLGMAM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KhudaBukhshSKM21,
author = {Ashiqur R. KhudaBukhsh and
Rupak Sarkar and
Mark S. Kamlet and
Tom M. Mitchell},
title = {We Don't Speak the Same Language: Interpreting Polarization through
Machine Translation},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {14893--14901},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i17.17748},
doi = {10.1609/AAAI.V35I17.17748},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KhudaBukhshSKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LiPMM21,
author = {Toby Jia{-}Jun Li and
Lindsay Popowski and
Tom M. Mitchell and
Brad A. Myers},
editor = {Yoshifumi Kitamura and
Aaron Quigley and
Katherine Isbister and
Takeo Igarashi and
Pernille Bj{\o}rn and
Steven Mark Drucker},
title = {Screen2Vec: Semantic Embedding of {GUI} Screens and {GUI} Components},
booktitle = {{CHI} '21: {CHI} Conference on Human Factors in Computing Systems,
Virtual Event / Yokohama, Japan, May 8-13, 2021},
pages = {578:1--578:15},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3411764.3445049},
doi = {10.1145/3411764.3445049},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/LiPMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ArabshahiLBCM21,
author = {Forough Arabshahi and
Jennifer Lee and
Antoine Bosselut and
Yejin Choi and
Tom M. Mitchell},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge
and Symbolic Logic Rules},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {7404--7418},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.588},
doi = {10.18653/V1/2021.EMNLP-MAIN.588},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ArabshahiLBCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HruschkaMGG21,
author = {Estevam Hruschka and
Tom M. Mitchell and
Marko Grobelnik and
Behzad Golshan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{WIT:} Workshop on deriving Insights from user-generated Text},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4131--4132},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469477},
doi = {10.1145/3447548.3469477},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HruschkaMGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/Mitchell21,
author = {Tom M. Mitchell},
editor = {Jing He and
Rainer Unland and
Eugene Santos Jr. and
Xiaohui Tao and
Hemant Purohit and
Willem{-}Jan van den Heuvel and
John Yearwood and
Jie Cao},
title = {Can We Replace Programming Languages by Natural Instruction?},
booktitle = {{WI-IAT} '21: {IEEE/WIC/ACM} International Conference on Web Intelligence,
Melbourne {VIC} Australia, December 14 - 17, 2021},
pages = {3},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486622.0000003},
doi = {10.1145/3486622.0000003},
timestamp = {Wed, 14 Jun 2023 14:33:21 +0200},
biburl = {https://dblp.org/rec/conf/webi/Mitchell21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10112,
author = {Ashiqur R. KhudaBukhsh and
Rupak Sarkar and
Mark S. Kamlet and
Tom M. Mitchell},
title = {Fringe News Networks: Dynamics of {US} News Viewership following the
2020 Presidential Election},
journal = {CoRR},
volume = {abs/2101.10112},
year = {2021},
url = {https://arxiv.org/abs/2101.10112},
eprinttype = {arXiv},
eprint = {2101.10112},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11103,
author = {Toby Jia{-}Jun Li and
Lindsay Popowski and
Tom M. Mitchell and
Brad A. Myers},
title = {Screen2Vec: Semantic Embedding of {GUI} Screens and {GUI} Components},
journal = {CoRR},
volume = {abs/2101.11103},
year = {2021},
url = {https://arxiv.org/abs/2101.11103},
eprinttype = {arXiv},
eprint = {2101.11103},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-11103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09103,
author = {Kunal Khadilkar and
Ashiqur R. KhudaBukhsh and
Tom M. Mitchell},
title = {Gender Bias, Social Bias and Representation: 70 Years of B{\textdollar}{\^{}}H{\textdollar}ollywood},
journal = {CoRR},
volume = {abs/2102.09103},
year = {2021},
url = {https://arxiv.org/abs/2102.09103},
eprinttype = {arXiv},
eprint = {2102.09103},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-02486,
author = {Abulhair Saparov and
Tom M. Mitchell},
title = {A Generative Symbolic Model for More General Natural Language Understanding
and Reasoning},
journal = {CoRR},
volume = {abs/2105.02486},
year = {2021},
url = {https://arxiv.org/abs/2105.02486},
eprinttype = {arXiv},
eprint = {2105.02486},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-02486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04072,
author = {Otilia Stretcu and
Emmanouil Antonios Platanios and
Tom M. Mitchell and
Barnab{\'{a}}s P{\'{o}}czos},
title = {Coarse-to-Fine Curriculum Learning},
journal = {CoRR},
volume = {abs/2106.04072},
year = {2021},
url = {https://arxiv.org/abs/2106.04072},
eprinttype = {arXiv},
eprint = {2106.04072},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-01753,
author = {Robin Schmucker and
Jingbo Wang and
Shijia Hu and
Tom M. Mitchell},
title = {Assessing the Knowledge State of Online Students - New Data, New Approaches,
Improved Accuracy},
journal = {CoRR},
volume = {abs/2109.01753},
year = {2021},
url = {https://arxiv.org/abs/2109.01753},
eprinttype = {arXiv},
eprint = {2109.01753},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-01753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-08544,
author = {Forough Arabshahi and
Jennifer Lee and
Antoine Bosselut and
Yejin Choi and
Tom M. Mitchell},
title = {Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge
and Symbolic Logic Rules},
journal = {CoRR},
volume = {abs/2109.08544},
year = {2021},
url = {https://arxiv.org/abs/2109.08544},
eprinttype = {arXiv},
eprint = {2109.08544},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-08544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/AzariaSKLM20,
author = {Amos Azaria and
Shashank Srivastava and
Jayant Krishnamurthy and
Igor Labutov and
Tom M. Mitchell},
title = {An agent for learning new natural language commands},
journal = {Auton. Agents Multi Agent Syst.},
volume = {34},
number = {1},
pages = {6},
year = {2020},
url = {https://doi.org/10.1007/s10458-019-09425-x},
doi = {10.1007/S10458-019-09425-X},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/AzariaSKLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/StoicaSPMP20,
author = {George Stoica and
Otilia Stretcu and
Emmanouil Antonios Platanios and
Tom M. Mitchell and
Barnab{\'{a}}s P{\'{o}}czos},
title = {Contextual Parameter Generation for Knowledge Graph Link Prediction},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3000--3008},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i03.5693},
doi = {10.1609/AAAI.V34I03.5693},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/StoicaSPMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiMM20,
author = {Toby Jia{-}Jun Li and
Tom M. Mitchell and
Brad A. Myers},
editor = {Asli Celikyilmaz and
Tsung{-}Hsien Wen},
title = {Interactive Task Learning from GUI-Grounded Natural Language Instructions
and Demonstrations},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics: System Demonstrations, {ACL} 2020, Online, July 5-10,
2020},
pages = {215--223},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-demos.25},
doi = {10.18653/V1/2020.ACL-DEMOS.25},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PlataniosSM20,
author = {Emmanouil Antonios Platanios and
Abulhair Saparov and
Tom M. Mitchell},
title = {Jelly Bean World: {A} Testbed for Never-Ending Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Byx\_YAVYPH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PlataniosSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TonevaSPWM20,
author = {Mariya Toneva and
Otilia Stretcu and
Barnab{\'{a}}s P{\'{o}}czos and
Leila Wehbe and
Tom M. Mitchell},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot
{MEG} Prediction},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/38a8e18d75e95ca619af8df0da1417f2-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TonevaSPWM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uist/LiCXMM20,
author = {Toby Jia{-}Jun Li and
Jingya Chen and
Haijun Xia and
Tom M. Mitchell and
Brad A. Myers},
editor = {Shamsi T. Iqbal and
Karon E. MacLean and
Fanny Chevalier and
Stefanie Mueller},
title = {Multi-Modal Repairs of Conversational Breakdowns in Task-Oriented
Dialogs},
booktitle = {{UIST} '20: The 33rd Annual {ACM} Symposium on User Interface Software
and Technology, Virtual Event, USA, October 20-23, 2020},
pages = {1094--1107},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3379337.3415820},
doi = {10.1145/3379337.3415820},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uist/LiCXMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06306,
author = {Emmanouil Antonios Platanios and
Abulhair Saparov and
Tom M. Mitchell},
title = {Jelly Bean World: {A} Testbed for Never-Ending Learning},
journal = {CoRR},
volume = {abs/2002.06306},
year = {2020},
url = {https://arxiv.org/abs/2002.06306},
eprinttype = {arXiv},
eprint = {2002.06306},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02622,
author = {Toby Jia{-}Jun Li and
Jingya Chen and
Tom M. Mitchell and
Brad A. Myers},
title = {Towards Effective Human-AI Collaboration in GUI-Based Interactive
Task Learning Agents},
journal = {CoRR},
volume = {abs/2003.02622},
year = {2020},
url = {https://arxiv.org/abs/2003.02622},
eprinttype = {arXiv},
eprint = {2003.02622},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03473,
author = {Emmanouil Antonios Platanios and
Maruan Al{-}Shedivat and
Eric P. Xing and
Tom M. Mitchell},
title = {Learning from Imperfect Annotations},
journal = {CoRR},
volume = {abs/2004.03473},
year = {2020},
url = {https://arxiv.org/abs/2004.03473},
eprinttype = {arXiv},
eprint = {2004.03473},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10022,
author = {Forough Arabshahi and
Jennifer Lee and
Mikayla Gawarecki and
Kathryn Mazaitis and
Amos Azaria and
Tom M. Mitchell},
title = {Conversational Neuro-Symbolic Commonsense Reasoning},
journal = {CoRR},
volume = {abs/2006.10022},
year = {2020},
url = {https://arxiv.org/abs/2006.10022},
eprinttype = {arXiv},
eprint = {2006.10022},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00045,
author = {Eric Horvitz and
Tom M. Mitchell},
title = {From Data to Knowledge to Action: {A} Global Enabler for the 21st
Century},
journal = {CoRR},
volume = {abs/2008.00045},
year = {2020},
url = {https://arxiv.org/abs/2008.00045},
eprinttype = {arXiv},
eprint = {2008.00045},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-13347,
author = {Ashiqur R. KhudaBukhsh and
Shriphani Palakodety and
Tom M. Mitchell},
title = {Discovering Bilingual Lexicons in Polyglot Word Embeddings},
journal = {CoRR},
volume = {abs/2008.13347},
year = {2020},
url = {https://arxiv.org/abs/2008.13347},
eprinttype = {arXiv},
eprint = {2008.13347},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-13347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08424,
author = {Mariya Toneva and
Otilia Stretcu and
Barnab{\'{a}}s P{\'{o}}czos and
Leila Wehbe and
Tom M. Mitchell},
title = {Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot
{MEG} Prediction},
journal = {CoRR},
volume = {abs/2009.08424},
year = {2020},
url = {https://arxiv.org/abs/2009.08424},
eprinttype = {arXiv},
eprint = {2009.08424},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02339,
author = {Ashiqur R. KhudaBukhsh and
Rupak Sarkar and
Mark S. Kamlet and
Tom M. Mitchell},
title = {We Don't Speak the Same Language: Interpreting Polarization through
Machine Translation},
journal = {CoRR},
volume = {abs/2010.02339},
year = {2020},
url = {https://arxiv.org/abs/2010.02339},
eprinttype = {arXiv},
eprint = {2010.02339},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02339.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coling/SachanDHMRX19,
author = {Mrinmaya Sachan and
Avinava Dubey and
Eduard H. Hovy and
Tom M. Mitchell and
Dan Roth and
Eric P. Xing},
title = {Discourse in Multimedia: {A} Case Study in Extracting Geometry Knowledge
from Textbooks},
journal = {Comput. Linguistics},
volume = {45},
number = {4},
pages = {627--665},
year = {2019},
url = {https://doi.org/10.1162/coli\_a\_00360},
doi = {10.1162/COLI\_A\_00360},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/coling/SachanDHMRX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FuHPSTSFM19,
author = {Xiao Fu and
Kejun Huang and
Evangelos E. Papalexakis and
Hyun Ah Song and
Partha P. Talukdar and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Tom M. Mitchell},
title = {Efficient and Distributed Generalized Canonical Correlation Analysis
for Big Multiview Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {12},
pages = {2304--2318},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2875908},
doi = {10.1109/TKDE.2018.2875908},
timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/FuHPSTSFM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/JatTTM19,
author = {Sharmistha Jat and
Hao Tang and
Partha P. Talukdar and
Tom M. Mitchell},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Relating Simple Sentence Representations in Deep Neural Networks and
the Brain},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {5137--5154},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1507},
doi = {10.18653/V1/P19-1507},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/JatTTM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LuALM19,
author = {Zhichu Lu and
Forough Arabshahi and
Igor Labutov and
Tom M. Mitchell},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Look-up and Adapt: {A} One-shot Semantic Parser},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {1129--1139},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1104},
doi = {10.18653/V1/D19-1104},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LuALM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SrivastavaLM19,
author = {Shashank Srivastava and
Igor Labutov and
Tom M. Mitchell},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Learning to Ask for Conversational Machine Learning},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {4162--4172},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1426},
doi = {10.18653/V1/D19-1426},
timestamp = {Thu, 12 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/SrivastavaLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SchwartzM19,
author = {Dan Schwartz and
Tom M. Mitchell},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Understanding language-elicited {EEG} data by predicting it from a
fine-tuned language model},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {43--57},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1005},
doi = {10.18653/V1/N19-1005},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SchwartzM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PlataniosSNPM19,
author = {Emmanouil Antonios Platanios and
Otilia Stretcu and
Graham Neubig and
Barnab{\'{a}}s P{\'{o}}czos and
Tom M. Mitchell},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Competence-based Curriculum Learning for Neural Machine Translation},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {1162--1172},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1119},
doi = {10.18653/V1/N19-1119},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/PlataniosSNPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLWLRMC19,
author = {Fan Yang and
Liu Leqi and
Yifan Wu and
Zachary Chase Lipton and
Pradeep Ravikumar and
Tom M. Mitchell and
William W. Cohen},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Game Design for Eliciting Distinguishable Behavior},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {4686--4695},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/cc70903297fe1e25537ae50aea186306-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangLWLRMC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuTSMX19,
author = {Zhiting Hu and
Bowen Tan and
Ruslan Salakhutdinov and
Tom M. Mitchell and
Eric P. Xing},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Data Manipulation for Augmentation and Weighting},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {15738--15749},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/671f0311e2754fcdd37f70a8550379bc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuTSMX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uist/LiRJSMM19,
author = {Toby Jia{-}Jun Li and
Marissa Radensky and
Justin Jia and
Kirielle Singarajah and
Tom M. Mitchell and
Brad A. Myers},
editor = {Fran{\c{c}}ois Guimbreti{\`{e}}re and
Michael S. Bernstein and
Katharina Reinecke},
title = {{PUMICE:} {A} Multi-Modal Agent that Learns Concepts and Conditionals
from Natural Language and Demonstrations},
booktitle = {Proceedings of the 32nd Annual {ACM} Symposium on User Interface Software
and Technology, {UIST} 2019, New Orleans, LA, USA, October 20-23,
2019},
pages = {577--589},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3332165.3347899},
doi = {10.1145/3332165.3347899},
timestamp = {Fri, 04 Feb 2022 08:27:42 +0100},
biburl = {https://dblp.org/rec/conf/uist/LiRJSMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08373,
author = {Igor Labutov and
Bishan Yang and
Tom M. Mitchell},
title = {Learning to Learn Semantic Parsers from Natural Language Supervision},
journal = {CoRR},
volume = {abs/1902.08373},
year = {2019},
url = {http://arxiv.org/abs/1902.08373},
eprinttype = {arXiv},
eprint = {1902.08373},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09091,
author = {Bishan Yang and
Tom M. Mitchell},
title = {Leveraging Knowledge Bases in LSTMs for Improving Machine Reading},
journal = {CoRR},
volume = {abs/1902.09091},
year = {2019},
url = {http://arxiv.org/abs/1902.09091},
eprinttype = {arXiv},
eprint = {1902.09091},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-09848,
author = {Emmanouil Antonios Platanios and
Otilia Stretcu and
Graham Neubig and
Barnab{\'{a}}s P{\'{o}}czos and
Tom M. Mitchell},
title = {Competence-based Curriculum Learning for Neural Machine Translation},
journal = {CoRR},
volume = {abs/1903.09848},
year = {2019},
url = {http://arxiv.org/abs/1903.09848},
eprinttype = {arXiv},
eprint = {1903.09848},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-09848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-01548,
author = {Dan Schwartz and
Tom M. Mitchell},
title = {Understanding language-elicited {EEG} data by predicting it from a
fine-tuned language model},
journal = {CoRR},
volume = {abs/1904.01548},
year = {2019},
url = {http://arxiv.org/abs/1904.01548},
eprinttype = {arXiv},
eprint = {1904.01548},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-01548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11861,
author = {Sharmistha Jat and
Hao Tang and
Partha P. Talukdar and
Tom Michael Mitchell},
title = {Relating Simple Sentence Representations in Deep Neural Networks and
the Brain},
journal = {CoRR},
volume = {abs/1906.11861},
year = {2019},
url = {http://arxiv.org/abs/1906.11861},
eprinttype = {arXiv},
eprint = {1906.11861},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-00031,
author = {Toby Jia{-}Jun Li and
Marissa Radensky and
Justin Jia and
Kirielle Singarajah and
Tom M. Mitchell and
Brad A. Myers},
title = {{PUMICE:} {A} Multi-Modal Agent that Learns Concepts and Conditionals
from Natural Language and Demonstrations},
journal = {CoRR},
volume = {abs/1909.00031},
year = {2019},
url = {http://arxiv.org/abs/1909.00031},
eprinttype = {arXiv},
eprint = {1909.00031},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-00031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12197,
author = {Zhichu Lu and
Forough Arabshahi and
Igor Labutov and
Tom M. Mitchell},
title = {Look-up and Adapt: {A} One-shot Semantic Parser},
journal = {CoRR},
volume = {abs/1910.12197},
year = {2019},
url = {http://arxiv.org/abs/1910.12197},
eprinttype = {arXiv},
eprint = {1910.12197},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12795,
author = {Zhiting Hu and
Bowen Tan and
Ruslan Salakhutdinov and
Tom M. Mitchell and
Eric P. Xing},
title = {Learning Data Manipulation for Augmentation and Weighting},
journal = {CoRR},
volume = {abs/1910.12795},
year = {2019},
url = {http://arxiv.org/abs/1910.12795},
eprinttype = {arXiv},
eprint = {1910.12795},
timestamp = {Fri, 01 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06074,
author = {Fan Yang and
Liu Leqi and
Yifan Wu and
Zachary C. Lipton and
Pradeep Ravikumar and
William W. Cohen and
Tom M. Mitchell},
title = {Game Design for Eliciting Distinguishable Behavior},
journal = {CoRR},
volume = {abs/1912.06074},
year = {2019},
url = {http://arxiv.org/abs/1912.06074},
eprinttype = {arXiv},
eprint = {1912.06074},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/MitchellCHTYBCM18,
author = {Tom M. Mitchell and
William W. Cohen and
Estevam R. Hruschka Jr. and
Partha P. Talukdar and
Bo Yang and
Justin Betteridge and
Andrew Carlson and
Bhavana Dalvi Mishra and
Matt Gardner and
Bryan Kisiel and
Jayant Krishnamurthy and
Ni Lao and
Kathryn Mazaitis and
Thahir Mohamed and
Ndapandula Nakashole and
Emmanouil A. Platanios and
Alan Ritter and
Mehdi Samadi and
Burr Settles and
Richard C. Wang and
Derry Wijaya and
Abhinav Gupta and
Xinlei Chen and
Abulhair Saparov and
Malcolm Greaves and
Joel Welling},
title = {Never-ending learning},
journal = {Commun. {ACM}},
volume = {61},
number = {5},
pages = {103--115},
year = {2018},
url = {https://doi.org/10.1145/3191513},
doi = {10.1145/3191513},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/MitchellCHTYBCM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MitchellSL18,
author = {Shashank Srivastava and
Igor Labutov and
Tom M. Mitchell},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Zero-shot Learning of Classifiers from Natural Language Quantification},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {306--316},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1029/},
doi = {10.18653/V1/P18-1029},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MitchellSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LabutovSM18,
author = {Igor Labutov and
Shashank Srivastava and
Tom M. Mitchell},
editor = {Eduardo Blanco and
Wei Lu},
title = {{LIA:} {A} Natural Language Programmable Personal Assistant},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2018: System Demonstrations, Brussels,
Belgium, October 31 - November 4, 2018},
pages = {145--150},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-2025},
doi = {10.18653/V1/D18-2025},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LabutovSM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PlataniosSNM18,
author = {Emmanouil Antonios Platanios and
Mrinmaya Sachan and
Graham Neubig and
Tom M. Mitchell},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Contextual Parameter Generation for Universal Neural Machine Translation},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {425--435},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1039},
doi = {10.18653/V1/D18-1039},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PlataniosSNM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LabutovYM18,
author = {Igor Labutov and
Bishan Yang and
Tom M. Mitchell},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Learning to Learn Semantic Parsers from Natural Language Supervision},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {1676--1690},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1195},
doi = {10.18653/V1/D18-1195},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LabutovYM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SachanDMRX18,
author = {Mrinmaya Sachan and
Kumar Avinava Dubey and
Tom M. Mitchell and
Dan Roth and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Learning Pipelines with Limited Data and Domain Knowledge: {A} Study
in Parsing Physics Problems},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {140--151},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/ac627ab1ccbdb62ec96e702f07f6425b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SachanDMRX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vl/LiLLZSDMM18,
author = {Toby Jia{-}Jun Li and
Igor Labutov and
Xiaohan Nancy Li and
Xiaoyi Zhang and
Wenze Shi and
Wanling Ding and
Tom M. Mitchell and
Brad A. Myers},
editor = {J{\'{a}}come Cunha and
Jo{\~{a}}o Paulo Fernandes and
Caitlin Kelleher and
Gregor Engels and
Jorge Mendes},
title = {{APPINITE:} {A} Multi-Modal Interface for Specifying Data Descriptions
in Programming by Demonstration Using Natural Language Instructions},
booktitle = {2018 {IEEE} Symposium on Visual Languages and Human-Centric Computing,
{VL/HCC} 2018, Lisbon, Portugal, October 1-4, 2018},
pages = {105--114},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/VLHCC.2018.8506506},
doi = {10.1109/VLHCC.2018.8506506},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vl/LiLLZSDMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/hci/LiLMARM18,
author = {Toby Jia{-}Jun Li and
Igor Labutov and
Brad A. Myers and
Amos Azaria and
Alexander I. Rudnicky and
Tom M. Mitchell},
editor = {Robert J. Moore and
Margaret H. Szymanski and
Raphael Arar and
Guang{-}Jie Ren},
title = {Teaching Agents When They Fail: End User Development in Goal-Oriented
Conversational Agents},
booktitle = {Studies in Conversational {UX} Design},
series = {Human-Computer Interaction Series},
pages = {119--137},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-95579-7\_6},
doi = {10.1007/978-3-319-95579-7\_6},
timestamp = {Mon, 16 Nov 2020 11:31:21 +0100},
biburl = {https://dblp.org/rec/series/hci/LiLMARM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/brain/2018,
editor = {Shouyi Wang and
Vicky Yamamoto and
Jianzhong Su and
Yang Yang and
Erick Jones and
Leon D. Iasemidis and
Tom M. Mitchell},
title = {Brain Informatics - International Conference, {BI} 2018, Arlington,
TX, USA, December 7-9, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11309},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-05587-5},
doi = {10.1007/978-3-030-05587-5},
isbn = {978-3-030-05586-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/brain/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08493,
author = {Emmanouil Antonios Platanios and
Mrinmaya Sachan and
Graham Neubig and
Tom M. Mitchell},
title = {Contextual Parameter Generation for Universal Neural Machine Translation},
journal = {CoRR},
volume = {abs/1808.08493},
year = {2018},
url = {http://arxiv.org/abs/1808.08493},
eprinttype = {arXiv},
eprint = {1808.08493},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05546,
author = {Mrinmaya Sachan and
Kumar Avinava Dubey and
Eduard H. Hovy and
Tom M. Mitchell and
Dan Roth and
Eric P. Xing},
title = {Discourse in Multimedia: {A} Case Study in Information Extraction},
journal = {CoRR},
volume = {abs/1811.05546},
year = {2018},
url = {http://arxiv.org/abs/1811.05546},
eprinttype = {arXiv},
eprint = {1811.05546},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/ChaudhariAM17,
author = {Sneha Chaudhari and
Amos Azaria and
Tom M. Mitchell},
title = {An entity graph based Recommender System},
journal = {{AI} Commun.},
volume = {30},
number = {2},
pages = {141--149},
year = {2017},
url = {https://doi.org/10.3233/AIC-170728},
doi = {10.3233/AIC-170728},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aicom/ChaudhariAM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YangM17,
author = {Bishan Yang and
Tom M. Mitchell},
editor = {Regina Barzilay and
Min{-}Yen Kan},
title = {Leveraging Knowledge Bases in LSTMs for Improving Machine Reading},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
1: Long Papers},
pages = {1436--1446},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/P17-1132},
doi = {10.18653/V1/P17-1132},
timestamp = {Fri, 06 Aug 2021 00:40:58 +0200},
biburl = {https://dblp.org/rec/conf/acl/YangM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/SaparovSM17,
author = {Abulhair Saparov and
Vijay A. Saraswat and
Tom M. Mitchell},
editor = {Roger Levy and
Lucia Specia},
title = {A Probabilistic Generative Grammar for Semantic Parsing},
booktitle = {Proceedings of the 21st Conference on Computational Natural Language
Learning (CoNLL 2017), Vancouver, Canada, August 3-4, 2017},
pages = {248--259},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/K17-1026},
doi = {10.18653/V1/K17-1026},
timestamp = {Fri, 06 Aug 2021 00:41:08 +0200},
biburl = {https://dblp.org/rec/conf/conll/SaparovSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YangM17,
author = {Bishan Yang and
Tom M. Mitchell},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {A Joint Sequential and Relational Model for Frame-Semantic Parsing},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {1247--1256},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1128},
doi = {10.18653/V1/D17-1128},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YangM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SrivastavaLM17,
author = {Shashank Srivastava and
Igor Labutov and
Tom M. Mitchell},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {Joint Concept Learning and Semantic Parsing from Natural Language
Explanations},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {1527--1536},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1161},
doi = {10.18653/V1/D17-1161},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SrivastavaLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SrivastavaAM17,
author = {Shashank Srivastava and
Amos Azaria and
Tom M. Mitchell},
editor = {Carles Sierra},
title = {Parsing Natural Language Conversations using Contextual Cues},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {4089--4095},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/571},
doi = {10.24963/IJCAI.2017/571},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SrivastavaAM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PlataniosPMH17,
author = {Emmanouil A. Platanios and
Hoifung Poon and
Tom M. Mitchell and
Eric Horvitz},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Estimating Accuracy from Unlabeled Data: {A} Probabilistic Logic Approach},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4361--4370},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/95f8d9901ca8878e291552f001f67692-Abstract.html},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/PlataniosPMH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FuHSSPTMSFP17,
author = {Xiao Fu and
Kejun Huang and
Otilia Stretcu and
Hyun Ah Song and
Evangelos E. Papalexakis and
Partha P. Talukdar and
Tom M. Mitchell and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Barnab{\'{a}}s P{\'{o}}czos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {216--227},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.25},
doi = {10.1137/1.9781611974973.25},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/FuHSSPTMSFP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/textgraphs/Hernandez-Gonzalez17,
author = {Jer{\'{o}}nimo Hern{\'{a}}ndez{-}Gonz{\'{a}}lez and
Estevam R. Hruschka Jr. and
Tom M. Mitchell},
editor = {Martin Riedl and
Swapna Somasundaran and
Goran Glavas and
Eduard H. Hovy},
title = {Merging knowledge bases in different languages},
booktitle = {Proceedings of TextGraphs@ACL 2017: the 11th Workshop on Graph-based
Methods for Natural Language Processing, Vancouver, Canada, August
3, 2017},
pages = {21--29},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-2403},
doi = {10.18653/V1/W17-2403},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/textgraphs/Hernandez-Gonzalez17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PlataniosPMH17,
author = {Emmanouil A. Platanios and
Hoifung Poon and
Tom M. Mitchell and
Eric Horvitz},
title = {Estimating Accuracy from Unlabeled Data: {A} Probabilistic Logic Approach},
journal = {CoRR},
volume = {abs/1705.07086},
year = {2017},
url = {http://arxiv.org/abs/1705.07086},
eprinttype = {arXiv},
eprint = {1705.07086},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PlataniosPMH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PapalexakisMSFT16,
author = {Evangelos E. Papalexakis and
Tom M. Mitchell and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Partha Pratim Talukdar and
Brian Murphy},
title = {Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and
applications},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {4},
pages = {269--290},
year = {2016},
url = {https://doi.org/10.1002/sam.11315},
doi = {10.1002/SAM.11315},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/PapalexakisMSFT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AzariaKM16,
author = {Amos Azaria and
Jayant Krishnamurthy and
Tom M. Mitchell},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Instructable Intelligent Personal Agent},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2681--2689},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10357},
doi = {10.1609/AAAI.V30I1.10357},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AzariaKM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SrivastavaCM16,
author = {Shashank Srivastava and
Snigdha Chaturvedi and
Tom M. Mitchell},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Inferring Interpersonal Relations in Narrative Summaries},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2807--2813},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10349},
doi = {10.1609/AAAI.V30I1.10349},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SrivastavaCM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FuHPSTSFM16,
author = {Xiao Fu and
Kejun Huang and
Evangelos E. Papalexakis and
Hyun Ah Song and
Partha Pratim Talukdar and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Tom M. Mitchell},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Efficient and Distributed Algorithms for Large-Scale Generalized Canonical
Correlations Analysis},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {871--876},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0105},
doi = {10.1109/ICDM.2016.0105},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FuHPSTSFM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PlataniosDM16,
author = {Emmanouil Antonios Platanios and
Avinava Dubey and
Tom M. Mitchell},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Estimating Accuracy from Unlabeled Data: {A} Bayesian Approach},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1416--1425},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/platanios16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/PlataniosDM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/YangM16,
author = {Bishan Yang and
Tom M. Mitchell},
editor = {Kevin Knight and
Ani Nenkova and
Owen Rambow},
title = {Joint Extraction of Events and Entities within a Document Context},
booktitle = {{NAACL} {HLT} 2016, The 2016 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
San Diego California, USA, June 12-17, 2016},
pages = {289--299},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/n16-1033},
doi = {10.18653/V1/N16-1033},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/YangM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WijayaM16,
author = {Derry Tanti Wijaya and
Tom M. Mitchell},
editor = {Kevin Knight and
Ani Nenkova and
Owen Rambow},
title = {Mapping Verbs in Different Languages to Knowledge Base Relations using
Web Text as Interlingua},
booktitle = {{NAACL} {HLT} 2016, The 2016 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
San Diego California, USA, June 12-17, 2016},
pages = {818--827},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/n16-1096},
doi = {10.18653/V1/N16-1096},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/WijayaM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChaudhariAM16,
author = {Sneha Chaudhari and
Amos Azaria and
Tom M. Mitchell},
editor = {Ido Guy and
Amit Sharma},
title = {An Entity Graph Based Recommender System},
booktitle = {Proceedings of the Poster Track of the 10th {ACM} Conference on Recommender
Systems (RecSys 2016), Boston, USA, September 17, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1688},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1688/paper-06.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:14 +0100},
biburl = {https://dblp.org/rec/conf/recsys/ChaudhariAM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/YangNKPSSWM16,
author = {Bishan Yang and
Ndapandula Nakashole and
Bryan Kisiel and
Emmanouil A. Platanios and
Abulhair Saparov and
Shashank Srivastava and
Derry Wijaya and
Tom M. Mitchell},
title = {{CMUML} Micro-Reader System for {KBP} 2016 Cold Start Slot Filling,
Event Nugget Detection, and Event Argument Linking},
booktitle = {Proceedings of the 2016 Text Analysis Conference, {TAC} 2016, Gaithersburg,
Maryland, USA, November 14-15, 2016},
publisher = {{NIST}},
year = {2016},
url = {https://tac.nist.gov/publications/2016/participant.papers/TAC2016.CMUML.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:24 +0200},
biburl = {https://dblp.org/rec/conf/tac/YangNKPSSWM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SaparovM16,
author = {Abulhair Saparov and
Tom M. Mitchell},
title = {A Probabilistic Generative Grammar for Semantic Parsing},
journal = {CoRR},
volume = {abs/1606.06361},
year = {2016},
url = {http://arxiv.org/abs/1606.06361},
eprinttype = {arXiv},
eprint = {1606.06361},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SaparovM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangM16,
author = {Bishan Yang and
Tom M. Mitchell},
title = {Joint Extraction of Events and Entities within a Document Context},
journal = {CoRR},
volume = {abs/1609.03632},
year = {2016},
url = {http://arxiv.org/abs/1609.03632},
eprinttype = {arXiv},
eprint = {1609.03632},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NakasholeM16,
author = {Ndapandula Nakashole and
Tom M. Mitchell},
title = {Machine Reading with Background Knowledge},
journal = {CoRR},
volume = {abs/1612.05348},
year = {2016},
url = {http://arxiv.org/abs/1612.05348},
eprinttype = {arXiv},
eprint = {1612.05348},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NakasholeM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/KrishnamurthyM15,
author = {Jayant Krishnamurthy and
Tom M. Mitchell},
title = {Learning a Compositional Semantics for Freebase with an Open Predicate
Vocabulary},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {3},
pages = {257--270},
year = {2015},
url = {https://doi.org/10.1162/tacl\_a\_00137},
doi = {10.1162/TACL\_A\_00137},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/KrishnamurthyM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MitchellCHTBCMG15,
author = {Tom M. Mitchell and
William W. Cohen and
Estevam R. Hruschka Jr. and
Partha Pratim Talukdar and
Justin Betteridge and
Andrew Carlson and
Bhavana Dalvi Mishra and
Matthew Gardner and
Bryan Kisiel and
Jayant Krishnamurthy and
Ni Lao and
Kathryn Mazaitis and
Thahir Mohamed and
Ndapandula Nakashole and
Emmanouil A. Platanios and
Alan Ritter and
Mehdi Samadi and
Burr Settles and
Richard C. Wang and
Derry Wijaya and
Abhinav Gupta and
Xinlei Chen and
Abulhair Saparov and
Malcolm Greaves and
Joel Welling},
editor = {Blai Bonet and
Sven Koenig},
title = {Never-Ending Learning},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2302--2310},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9498},
doi = {10.1609/AAAI.V29I1.9498},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MitchellCHTBCMG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/GardnerTM15,
author = {Matt Gardner and
Partha P. Talukdar and
Tom Michael Mitchell},
title = {Combining Vector Space Embeddings with Symbolic Logical Inference
over Open-Domain Text},
booktitle = {2015 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 22-25, 2015},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS15/paper/view/10230},
timestamp = {Thu, 15 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/GardnerTM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/NakasholeM15,
author = {Ndapandula Nakashole and
Tom M. Mitchell},
title = {A Knowledge-Intensive Model for Prepositional Phrase Attachment},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics and the 7th International Joint Conference on Natural
Language Processing of the Asian Federation of Natural Language Processing,
{ACL} 2015, July 26-31, 2015, Beijing, China, Volume 1: Long Papers},
pages = {365--375},
publisher = {The Association for Computer Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/p15-1036},
doi = {10.3115/V1/P15-1036},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/NakasholeM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChenRGM15,
author = {Xinlei Chen and
Alan Ritter and
Abhinav Gupta and
Tom M. Mitchell},
title = {Sense discovery via co-clustering on images and text},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {5298--5306},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7299167},
doi = {10.1109/CVPR.2015.7299167},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChenRGM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WijayaNM15,
author = {Derry Tanti Wijaya and
Ndapandula Nakashole and
Tom M. Mitchell},
editor = {Llu{\'{\i}}s M{\`{a}}rquez and
Chris Callison{-}Burch and
Jian Su and
Daniele Pighin and
Yuval Marton},
title = {"A Spousal Relation Begins with a Deletion of engage and Ends
with an Addition of divorce": Learning State Changing Verbs from
Wikipedia Revision History},
booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21,
2015},
pages = {518--523},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/d15-1059},
doi = {10.18653/V1/D15-1059},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WijayaNM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangGPFSMTF15,
author = {Kejun Huang and
Matt Gardner and
Evangelos E. Papalexakis and
Christos Faloutsos and
Nikos D. Sidiropoulos and
Tom M. Mitchell and
Partha Pratim Talukdar and
Xiao Fu},
editor = {Llu{\'{\i}}s M{\`{a}}rquez and
Chris Callison{-}Burch and
Jian Su and
Daniele Pighin and
Yuval Marton},
title = {Translation Invariant Word Embeddings},
booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21,
2015},
pages = {1084--1088},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/d15-1127},
doi = {10.18653/V1/D15-1127},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/HuangGPFSMTF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GardnerM15,
author = {Matt Gardner and
Tom M. Mitchell},
editor = {Llu{\'{\i}}s M{\`{a}}rquez and
Chris Callison{-}Burch and
Jian Su and
Daniele Pighin and
Yuval Marton},
title = {Efficient and Expressive Knowledge Base Completion Using Subgraph
Feature Extraction},
booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21,
2015},
pages = {1488--1498},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/d15-1173},
doi = {10.18653/V1/D15-1173},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GardnerM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SamadiTVM15,
author = {Mehdi Samadi and
Partha Pratim Talukdar and
Manuela M. Veloso and
Tom M. Mitchell},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {AskWorld: Budget-Sensitive Query Evaluation for Knowledge-on-Demand},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {837--843},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/123},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SamadiTVM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/FysheWTMM15,
author = {Alona Fyshe and
Leila Wehbe and
Partha Pratim Talukdar and
Brian Murphy and
Tom M. Mitchell},
editor = {Rada Mihalcea and
Joyce Yue Chai and
Anoop Sarkar},
title = {A Compositional and Interpretable Semantic Space},
booktitle = {{NAACL} {HLT} 2015, The 2015 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
Denver, Colorado, USA, May 31 - June 5, 2015},
pages = {32--41},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/n15-1004},
doi = {10.3115/V1/N15-1004},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/FysheWTMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangSPFTM15,
author = {Kejun Huang and
Nicholas D. Sidiropoulos and
Evangelos E. Papalexakis and
Christos Faloutsos and
Partha Pratim Talukdar and
Tom M. Mitchell},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Principled Neuro-Functional Connectivity Discovery},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {631--639},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.71},
doi = {10.1137/1.9781611974010.71},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HuangSPFTM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/RitterWCM15,
author = {Alan Ritter and
Evan Wright and
William Casey and
Tom M. Mitchell},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Weakly Supervised Extraction of Computer Security Events from Twitter},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {896--905},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741083},
doi = {10.1145/2736277.2741083},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/RitterWCM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/KisielMGNPSSWM15,
author = {Bryan Kisiel and
Bill McDowell and
Matt Gardner and
Ndapandula Nakashole and
Emmanouil A. Platanios and
Abulhair Saparov and
Shashank Srivastava and
Derry Wijaya and
Tom M. Mitchell},
title = {{CMUML} System for {KBP} 2015 Cold Start Slot Filling},
booktitle = {Proceedings of the 2015 Text Analysis Conference, {TAC} 2015, Gaithersburg,
Maryland, USA, November 16-17, 2015, 2015},
publisher = {{NIST}},
year = {2015},
url = {https://tac.nist.gov/publications/2015/participant.papers/TAC2015.CMUML.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:17 +0200},
biburl = {https://dblp.org/rec/conf/tac/KisielMGNPSSWM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SrivastavaCM15,
author = {Shashank Srivastava and
Snigdha Chaturvedi and
Tom M. Mitchell},
title = {Inferring Interpersonal Relations in Narrative Summaries},
journal = {CoRR},
volume = {abs/1512.00112},
year = {2015},
url = {http://arxiv.org/abs/1512.00112},
eprinttype = {arXiv},
eprint = {1512.00112},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SrivastavaCM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/PapalexakisFSTM14,
author = {Evangelos E. Papalexakis and
Alona Fyshe and
Nicholas D. Sidiropoulos and
Partha Pratim Talukdar and
Tom M. Mitchell and
Christos Faloutsos},
title = {Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in
Multisubject Experiments},
journal = {Big Data},
volume = {2},
number = {4},
pages = {216--229},
year = {2014},
url = {https://doi.org/10.1089/big.2014.0044},
doi = {10.1089/BIG.2014.0044},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/PapalexakisFSTM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/KujalaSVLMS14,
author = {Jan Kujala and
Gustavo P. Sudre and
Johanna Vartiainen and
Mia Liljestr{\"{o}}m and
Tom M. Mitchell and
Riitta Salmelin},
title = {Multivariate analysis of correlation between electrophysiological
and hemodynamic responses during cognitive processing},
journal = {NeuroImage},
volume = {92},
pages = {207--216},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2014.01.057},
doi = {10.1016/J.NEUROIMAGE.2014.01.057},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/KujalaSVLMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FysheTMM14,
author = {Alona Fyshe and
Partha Pratim Talukdar and
Brian Murphy and
Tom M. Mitchell},
title = {Interpretable Semantic Vectors from a Joint Model of Brain- and Text-
Based Meaning},
booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational
Linguistics, {ACL} 2014, June 22-27, 2014, Baltimore, MD, USA, Volume
1: Long Papers},
pages = {489--499},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/p14-1046},
doi = {10.3115/V1/P14-1046},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/FysheTMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/NakasholeM14,
author = {Ndapandula Nakashole and
Tom M. Mitchell},
title = {Language-Aware Truth Assessment of Fact Candidates},
booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational
Linguistics, {ACL} 2014, June 22-27, 2014, Baltimore, MD, USA, Volume
1: Long Papers},
pages = {1009--1019},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/p14-1095},
doi = {10.3115/V1/P14-1095},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/NakasholeM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KrishnamurthyM14,
author = {Jayant Krishnamurthy and
Tom M. Mitchell},
title = {Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar},
booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational
Linguistics, {ACL} 2014, June 22-27, 2014, Baltimore, MD, USA, Volume
1: Long Papers},
pages = {1188--1198},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/p14-1112},
doi = {10.3115/V1/P14-1112},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/KrishnamurthyM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WehbeVKM14,
author = {Leila Wehbe and
Ashish Vaswani and
Kevin Knight and
Tom M. Mitchell},
editor = {Alessandro Moschitti and
Bo Pang and
Walter Daelemans},
title = {Aligning context-based statistical models of language with brain activity
during reading},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
{A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {233--243},
publisher = {{ACL}},
year = {2014},
url = {https://doi.org/10.3115/v1/d14-1030},
doi = {10.3115/V1/D14-1030},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WehbeVKM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GardnerTKM14,
author = {Matt Gardner and
Partha Pratim Talukdar and
Jayant Krishnamurthy and
Tom M. Mitchell},
editor = {Alessandro Moschitti and
Bo Pang and
Walter Daelemans},
title = {Incorporating Vector Space Similarity in Random Walk Inference over
Knowledge Bases},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
{A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {397--406},
publisher = {{ACL}},
year = {2014},
url = {https://doi.org/10.3115/v1/d14-1044},
doi = {10.3115/V1/D14-1044},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GardnerTKM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WijayaNM14,
author = {Derry Tanti Wijaya and
Ndapandula Nakashole and
Tom M. Mitchell},
editor = {Alessandro Moschitti and
Bo Pang and
Walter Daelemans},
title = {CTPs: Contextual Temporal Profiles for Time Scoping Facts using State
Change Detection},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
{A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {1930--1936},
publisher = {{ACL}},
year = {2014},
url = {https://doi.org/10.3115/v1/d14-1207},
doi = {10.3115/V1/D14-1207},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WijayaNM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/BetteridgeRM14,
author = {Justin Betteridge and
Alan Ritter and
Tom M. Mitchell},
editor = {William Eberle and
Chutima Boonthum{-}Denecke},
title = {Assuming Facts Are Expressed More Than Once},
booktitle = {Proceedings of the Twenty-Seventh International Florida Artificial
Intelligence Research Society Conference, {FLAIRS} 2014, Pensacola
Beach, Florida, USA, May 21-23, 2014},
publisher = {{AAAI} Press},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS14/paper/view/7883},
timestamp = {Wed, 26 Oct 2022 08:35:14 +0200},
biburl = {https://dblp.org/rec/conf/flairs/BetteridgeRM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PapalexakisFSTMF14,
author = {Evangelos E. Papalexakis and
Alona Fyshe and
Nicholas D. Sidiropoulos and
Partha Pratim Talukdar and
Tom M. Mitchell and
Christos Faloutsos},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Good-enough brain model: challenges, algorithms and discoveries in
multi-subject experiments},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {95--104},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623639},
doi = {10.1145/2623330.2623639},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PapalexakisFSTMF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PapalexakisFMTSM14,
author = {Evangelos E. Papalexakis and
Christos Faloutsos and
Tom M. Mitchell and
Partha Pratim Talukdar and
Nicholas D. Sidiropoulos and
Brian Murphy},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations
by 200x},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {118--126},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.14},
doi = {10.1137/1.9781611973440.14},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PapalexakisFMTSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PlataniosBM14,
author = {Emmanouil Antonios Platanios and
Avrim Blum and
Tom M. Mitchell},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Estimating Accuracy from Unlabeled Data},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {682--691},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2504\&\#38;proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/PlataniosBM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangMLMC14,
author = {William Yang Wang and
Kathryn Mazaitis and
Ni Lao and
Tom M. Mitchell and
William W. Cohen},
title = {Efficient Inference and Learning in a Large Knowledge Base: Reasoning
with Extracted Information using a Locally Groundable First-Order
Probabilistic Logic},
journal = {CoRR},
volume = {abs/1404.3301},
year = {2014},
url = {http://arxiv.org/abs/1404.3301},
eprinttype = {arXiv},
eprint = {1404.3301},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangMLMC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KrishnamurthyM13,
author = {Jayant Krishnamurthy and
Tom M. Mitchell},
editor = {Alexandre Allauzen and
Hugo Larochelle and
Christopher D. Manning and
Richard Socher},
title = {Vector Space Semantic Parsing: {A} Framework for Compositional Vector
Space Models},
booktitle = {Proceedings of the Workshop on Continuous Vector Space Models and
their Compositionality, CVSM@ACL 2013, Sofia, Bulgaria, August 9,
2013},
pages = {1--10},
publisher = {Association for Computational Linguistics},
year = {2013},
url = {https://aclanthology.org/W13-3201/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/KrishnamurthyM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WijayaTM13,
author = {Derry Wijaya and
Partha Pratim Talukdar and
Tom M. Mitchell},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {{PIDGIN:} ontology alignment using web text as interlingua},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {589--598},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505559},
doi = {10.1145/2505515.2505559},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WijayaTM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/FysheMTM13,
author = {Alona Fyshe and
Brian Murphy and
Partha Pratim Talukdar and
Tom M. Mitchell},
editor = {Julia Hockenmaier and
Sebastian Riedel},
title = {Documents and Dependencies: an Exploration of Vector Space Models
for Semantic Composition},
booktitle = {Proceedings of the Seventeenth Conference on Computational Natural
Language Learning, CoNLL 2013, Sofia, Bulgaria, August 8-9, 2013},
pages = {84--93},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/W13-3510/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/FysheMTM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GardnerTKM13,
author = {Matt Gardner and
Partha Pratim Talukdar and
Bryan Kisiel and
Tom M. Mitchell},
title = {Improving Learning and Inference in a Large Knowledge-Base using Latent
Syntactic Cues},
booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt
Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {833--838},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/D13-1080/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GardnerTKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/KisielBGKNSTWM13,
author = {Bryan Kisiel and
Justin Betteridge and
Matt Gardner and
Jayant Krishnamurthy and
Ndapa Nakashole and
Mehdi Samadi and
Partha Pratim Talukdar and
Derry Wijaya and
Tom M. Mitchell},
title = {{CMUML} System for {KBP} 2013 Slot Filling},
booktitle = {Proceedings of the Sixth Text Analysis Conference, {TAC} 2013, Gaithersburg,
Maryland, USA, November 18-19, 2013},
publisher = {{NIST}},
year = {2013},
url = {https://tac.nist.gov/publications/2013/participant.papers/CMUML.TAC2013.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:17 +0200},
biburl = {https://dblp.org/rec/conf/tac/KisielBGKNSTWM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-7043,
author = {Evangelos E. Papalexakis and
Tom M. Mitchell and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Partha Pratim Talukdar and
Brian Murphy},
title = {Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization},
journal = {CoRR},
volume = {abs/1302.7043},
year = {2013},
url = {http://arxiv.org/abs/1302.7043},
eprinttype = {arXiv},
eprint = {1302.7043},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-7043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/SudrePPWFSM12,
author = {Gustavo P. Sudre and
Dean Pomerleau and
Mark Palatucci and
Leila Wehbe and
Alona Fyshe and
Riitta Salmelin and
Tom M. Mitchell},
title = {Tracking neural coding of perceptual and semantic features of concrete
nouns},
journal = {NeuroImage},
volume = {62},
number = {1},
pages = {451--463},
year = {2012},
url = {https://doi.org/10.1016/j.neuroimage.2012.04.048},
doi = {10.1016/J.NEUROIMAGE.2012.04.048},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/SudrePPWFSM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TalukdarWM12,
author = {Partha Pratim Talukdar and
Derry Wijaya and
Tom M. Mitchell},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Acquiring temporal constraints between relations},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {992--1001},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396886},
doi = {10.1145/2396761.2396886},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TalukdarWM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/MurphyTM12,
author = {Brian Murphy and
Partha Pratim Talukdar and
Tom M. Mitchell},
editor = {Martin Kay and
Christian Boitet},
title = {Learning Effective and Interpretable Semantic Models using Non-Negative
Sparse Embedding},
booktitle = {{COLING} 2012, 24th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, 8-15 December 2012,
Mumbai, India},
pages = {1933--1950},
publisher = {Indian Institute of Technology Bombay},
year = {2012},
url = {https://aclanthology.org/C12-1118/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/MurphyTM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Mitchell12,
author = {Tom M. Mitchell},
editor = {Luc De Raedt and
Christian Bessiere and
Didier Dubois and
Patrick Doherty and
Paolo Frasconi and
Fredrik Heintz and
Peter J. F. Lucas},
title = {Never Ending Learning},
booktitle = {{ECAI} 2012 - 20th European Conference on Artificial Intelligence.
Including Prestigious Applications of Artificial Intelligence {(PAIS-2012)}
System Demonstrations Track, Montpellier, France, August 27-31 , 2012},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {242},
pages = {5},
publisher = {{IOS} Press},
year = {2012},
url = {https://doi.org/10.3233/978-1-61499-098-7-5},
doi = {10.3233/978-1-61499-098-7-5},
timestamp = {Mon, 19 Jun 2023 16:36:09 +0200},
biburl = {https://dblp.org/rec/conf/ecai/Mitchell12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KrishnamurthyM12,
author = {Jayant Krishnamurthy and
Tom M. Mitchell},
editor = {Jun'ichi Tsujii and
James Henderson and
Marius Pasca},
title = {Weakly Supervised Training of Semantic Parsers},
booktitle = {Proceedings of the 2012 Joint Conference on Empirical Methods in Natural
Language Processing and Computational Natural Language Learning, EMNLP-CoNLL
2012, July 12-14, 2012, Jeju Island, Korea},
pages = {754--765},
publisher = {{ACL}},
year = {2012},
url = {https://aclanthology.org/D12-1069/},
timestamp = {Thu, 14 Apr 2022 16:28:48 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KrishnamurthyM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starsem/MurphyTM12,
author = {Brian Murphy and
Partha P. Talukdar and
Tom M. Mitchell},
editor = {Eneko Agirre and
Johan Bos and
Mona T. Diab},
title = {Selecting Corpus-Semantic Models for Neurolinguistic Decoding},
booktitle = {Proceedings of the First Joint Conference on Lexical and Computational
Semantics, *SEM 2012, June 7-8, 2012, Montr{\'{e}}al, Canada},
pages = {114--123},
publisher = {Association for Computational Linguistics},
year = {2012},
url = {https://aclanthology.org/S12-1019/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/starsem/MurphyTM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/TalukdarWM12,
author = {Partha Pratim Talukdar and
Derry Wijaya and
Tom M. Mitchell},
editor = {Eytan Adar and
Jaime Teevan and
Eugene Agichtein and
Yoelle Maarek},
title = {Coupled temporal scoping of relational facts},
booktitle = {Proceedings of the Fifth International Conference on Web Search and
Web Data Mining, {WSDM} 2012, Seattle, WA, USA, February 8-12, 2012},
pages = {73--82},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2124295.2124307},
doi = {10.1145/2124295.2124307},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/TalukdarWM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FysheFDM12,
author = {Alona Fyshe and
Emily B. Fox and
David B. Dunson and
Tom M. Mitchell},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Hierarchical Latent Dictionaries for Models of Brain Activation},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {409--421},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/fyshe12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FysheFDM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ShinkarevaMMMJ11,
author = {Svetlana V. Shinkareva and
Vicente L. Malave and
Robert A. Mason and
Tom M. Mitchell and
Marcel Adam Just},
title = {Commonality of neural representations of words and pictures},
journal = {NeuroImage},
volume = {54},
number = {3},
pages = {2418--2425},
year = {2011},
url = {https://doi.org/10.1016/j.neuroimage.2010.10.042},
doi = {10.1016/J.NEUROIMAGE.2010.10.042},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/ShinkarevaMMMJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ChangMJ11,
author = {Kai{-}min Kevin Chang and
Tom M. Mitchell and
Marcel Adam Just},
title = {Quantitative modeling of the neural representation of objects: How
semantic feature norms can account for fMRI activation},
journal = {NeuroImage},
volume = {56},
number = {2},
pages = {716--727},
year = {2011},
url = {https://doi.org/10.1016/j.neuroimage.2010.04.271},
doi = {10.1016/J.NEUROIMAGE.2010.04.271},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/ChangMJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KrishnamurthyM11,
author = {Jayant Krishnamurthy and
Tom M. Mitchell},
editor = {Dekang Lin and
Yuji Matsumoto and
Rada Mihalcea},
title = {Which Noun Phrases Denote Which Concepts?},
booktitle = {The 49th Annual Meeting of the Association for Computational Linguistics:
Human Language Technologies, Proceedings of the Conference, 19-24
June, 2011, Portland, Oregon, {USA}},
pages = {570--580},
publisher = {The Association for Computer Linguistics},
year = {2011},
url = {https://aclanthology.org/P11-1058/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/KrishnamurthyM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LaoMC11,
author = {Ni Lao and
Tom M. Mitchell and
William W. Cohen},
title = {Random Walk Inference and Learning in {A} Large Scale Knowledge Base},
booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2011, 27-31 July 2011, John McIntyre
Conference Centre, Edinburgh, UK, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {529--539},
publisher = {{ACL}},
year = {2011},
url = {https://aclanthology.org/D11-1049/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LaoMC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MohamedHM11,
author = {Thahir Mohamed and
Estevam R. Hruschka Jr. and
Tom M. Mitchell},
title = {Discovering Relations between Noun Categories},
booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2011, 27-31 July 2011, John McIntyre
Conference Centre, Edinburgh, UK, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {1447--1455},
publisher = {{ACL}},
year = {2011},
url = {https://aclanthology.org/D11-1134/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MohamedHM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/Mitchell11,
author = {Tom M. Mitchell},
title = {Neural Representations of Word Meanings},
booktitle = {{INTERSPEECH} 2011, 12th Annual Conference of the International Speech
Communication Association, Florence, Italy, August 27-31, 2011},
pages = {4002},
publisher = {{ISCA}},
year = {2011},
url = {https://www.isca-speech.org/archive/interspeech\_2011/mitchell11\_interspeech.html},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/Mitchell11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CarlsonBKSHM10,
author = {Andrew Carlson and
Justin Betteridge and
Bryan Kisiel and
Burr Settles and
Estevam R. Hruschka Jr. and
Tom M. Mitchell},
editor = {Maria Fox and
David Poole},
title = {Toward an Architecture for Never-Ending Language Learning},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {1306--1313},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7519},
doi = {10.1609/AAAI.V24I1.7519},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CarlsonBKSHM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LawSM10,
author = {Edith Law and
Burr Settles and
Tom M. Mitchell},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Learning to Tag from Open Vocabulary Labels},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6322},
pages = {211--226},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15883-4\_14},
doi = {10.1007/978-3-642-15883-4\_14},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LawSM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/CarlsonBWHM10,
author = {Andrew Carlson and
Justin Betteridge and
Richard C. Wang and
Estevam R. Hruschka Jr. and
Tom M. Mitchell},
editor = {Brian D. Davison and
Torsten Suel and
Nick Craswell and
Bing Liu},
title = {Coupled semi-supervised learning for information extraction},
booktitle = {Proceedings of the Third International Conference on Web Search and
Web Data Mining, {WSDM} 2010, New York, NY, USA, February 4-6, 2010},
pages = {101--110},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1718487.1718501},
doi = {10.1145/1718487.1718501},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/CarlsonBWHM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/ShiKSMB09,
author = {Yanxin Shi and
Michael Klutstein and
Itamar Simon and
Tom M. Mitchell and
Ziv Bar{-}Joseph},
title = {A Combined Expression-Interaction Model for Inferring the Temporal
Activity of Transcription Factors},
journal = {J. Comput. Biol.},
volume = {16},
number = {8},
pages = {1035--1049},
year = {2009},
url = {https://doi.org/10.1089/cmb.2009.0024},
doi = {10.1089/CMB.2009.0024},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/ShiKSMB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/PereiraMB09,
author = {Francisco Pereira and
Tom M. Mitchell and
Matthew M. Botvinick},
title = {Machine learning classifiers and fMRI: {A} tutorial overview},
journal = {NeuroImage},
volume = {45},
number = {1},
pages = {S199--S209},
year = {2009},
url = {https://doi.org/10.1016/j.neuroimage.2008.11.007},
doi = {10.1016/J.NEUROIMAGE.2008.11.007},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/PereiraMB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HutchinsonNKRM09,
author = {Rebecca A. Hutchinson and
Radu Stefan Niculescu and
Timothy A. Keller and
Indrayana Rustandi and
Tom M. Mitchell},
title = {Modeling fMRI data generated by overlapping cognitive processes with
unknown onsets using Hidden Process Models},
journal = {NeuroImage},
volume = {46},
number = {1},
pages = {87--104},
year = {2009},
url = {https://doi.org/10.1016/j.neuroimage.2009.01.025},
doi = {10.1016/J.NEUROIMAGE.2009.01.025},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/HutchinsonNKRM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/BetteridgeCHHLMW09,
author = {Justin Betteridge and
Andrew Carlson and
Sue Ann Hong and
Estevam R. Hruschka Jr. and
Edith L. M. Law and
Tom M. Mitchell and
Sophie H. Wang},
title = {Toward Never Ending Language Learning},
booktitle = {Learning by Reading and Learning to Read, Papers from the 2009 {AAAI}
Spring Symposium, Technical Report SS-09-07, Stanford, California,
USA, March 23-25, 2009},
pages = {1--2},
publisher = {{AAAI}},
year = {2009},
url = {http://www.aaai.org/Library/Symposia/Spring/2009/ss09-07-001.php},
timestamp = {Fri, 17 Feb 2012 13:47:48 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/BetteridgeCHHLMW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/HuangM09,
author = {Yifen Huang and
Tom M. Mitchell},
title = {Toward Mixed-Initiative Email Clustering},
booktitle = {Agents that Learn from Human Teachers, Papers from the 2009 {AAAI}
Spring Symposium, Technical Report SS-09-01, Stanford, California,
USA, March 23-25, 2009},
pages = {71--78},
publisher = {{AAAI}},
year = {2009},
url = {http://www.aaai.org/Library/Symposia/Spring/2009/ss09-01-011.php},
timestamp = {Fri, 17 Feb 2012 13:45:07 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/HuangM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChangCMJ09,
author = {Kai{-}min Kevin Chang and
Vladimir Cherkassky and
Tom M. Mitchell and
Marcel Adam Just},
editor = {Keh{-}Yih Su and
Jian Su and
Janyce Wiebe},
title = {Quantitative modeling of the neural representation of adjective-noun
phrases to account for fMRI activation},
booktitle = {{ACL} 2009, Proceedings of the 47th Annual Meeting of the Association
for Computational Linguistics and the 4th International Joint Conference
on Natural Language Processing of the AFNLP, 2-7 August 2009, Singapore},
pages = {638--646},
publisher = {The Association for Computer Linguistics},
year = {2009},
url = {https://aclanthology.org/P09-1072/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChangCMJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LawAM09,
author = {Edith Law and
Luis von Ahn and
Tom M. Mitchell},
editor = {Paul N. Bennett and
Raman Chandrasekar and
Max Chickering and
Panagiotis G. Ipeirotis and
Edith Law and
Anton Mityagin and
Foster J. Provost and
Luis von Ahn},
title = {Search war: a game for improving web search},
booktitle = {Proceedings of the {ACM} {SIGKDD} Workshop on Human Computation, Paris,
France, June 28, 2009},
pages = {31},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1600150.1600160},
doi = {10.1145/1600150.1600160},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LawAM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PalatucciPHM09,
author = {Mark Palatucci and
Dean Pomerleau and
Geoffrey E. Hinton and
Tom M. Mitchell},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Zero-shot Learning with Semantic Output Codes},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1410--1418},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/1543843a4723ed2ab08e18053ae6dc5b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PalatucciPHM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/MitchellBCHW09,
author = {Tom M. Mitchell and
Justin Betteridge and
Andrew Carlson and
Estevam R. Hruschka Jr. and
Richard C. Wang},
editor = {Abraham Bernstein and
David R. Karger and
Tom Heath and
Lee Feigenbaum and
Diana Maynard and
Enrico Motta and
Krishnaprasad Thirunarayan},
title = {Populating the Semantic Web by Macro-reading Internet Text},
booktitle = {The Semantic Web - {ISWC} 2009, 8th International Semantic Web Conference,
{ISWC} 2009, Chantilly, VA, USA, October 25-29, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5823},
pages = {998--1002},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04930-9\_66},
doi = {10.1007/978-3-642-04930-9\_66},
timestamp = {Tue, 07 Sep 2021 13:47:49 +0200},
biburl = {https://dblp.org/rec/conf/semweb/MitchellBCHW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Mitchell08,
author = {Tom M. Mitchell},
editor = {Yoav Freund and
L{\'{a}}szl{\'{o}} Gy{\"{o}}rfi and
Gy{\"{o}}rgy Tur{\'{a}}n and
Thomas Zeugmann},
title = {Computational Models of Neural Representations in the Human Brain},
booktitle = {Algorithmic Learning Theory, 19th International Conference, {ALT}
2008, Budapest, Hungary, October 13-16, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5254},
pages = {5--6},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87987-9\_5},
doi = {10.1007/978-3-540-87987-9\_5},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/Mitchell08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/Mitchell08,
author = {Tom M. Mitchell},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Michael R. Berthold and
Tam{\'{a}}s Horv{\'{a}}th},
title = {Computational Models of Neural Representations in the Human Brain},
booktitle = {Discovery Science, 11th International Conference, {DS} 2008, Budapest,
Hungary, October 13-16, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5255},
pages = {26--27},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88411-8\_5},
doi = {10.1007/978-3-540-88411-8\_5},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/Mitchell08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/ShiSMB08,
author = {Yanxin Shi and
Itamar Simon and
Tom M. Mitchell and
Ziv Bar{-}Joseph},
editor = {Martin Vingron and
Limsoon Wong},
title = {A Combined Expression-Interaction Model for Inferring the Temporal
Activity of Transcription Factors},
booktitle = {Research in Computational Molecular Biology, 12th Annual International
Conference, {RECOMB} 2008, Singapore, March 30 - April 2, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4955},
pages = {82--97},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78839-3\_8},
doi = {10.1007/978-3-540-78839-3\_8},
timestamp = {Mon, 13 May 2019 09:30:09 +0200},
biburl = {https://dblp.org/rec/conf/recomb/ShiSMB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/HillisMMMRSW07,
author = {Danny Hillis and
John McCarthy and
Tom M. Mitchell and
Erik T. Mueller and
Doug Riecken and
Aaron Sloman and
Patrick Henry Winston},
title = {In Honor of Marvin Minsky's Contributions on his 80th Birthday},
journal = {{AI} Mag.},
volume = {28},
number = {4},
pages = {103--110},
year = {2007},
url = {https://doi.org/10.1609/aimag.v28i4.2064},
doi = {10.1609/AIMAG.V28I4.2064},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/HillisMMMRSW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ShiMB07,
author = {Yanxin Shi and
Tom M. Mitchell and
Ziv Bar{-}Joseph},
title = {Inferring pairwise regulatory relationships from multiple time series
datasets},
journal = {Bioinform.},
volume = {23},
number = {6},
pages = {755--763},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btl676},
doi = {10.1093/BIOINFORMATICS/BTL676},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ShiMB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/NiculescuMR07,
author = {Radu Stefan Niculescu and
Tom M. Mitchell and
R. Bharat Rao},
title = {Modeling the fMRI Signal via Hierarchical Clustered Hidden Process
Models},
booktitle = {{AMIA} 2007, American Medical Informatics Association Annual Symposium,
Chicago, IL, USA, November 10-14, 2007},
publisher = {{AMIA}},
year = {2007},
url = {https://knowledge.amia.org/amia-55142-a2007a-1.623841/t-001-1.624626/f-001-1.624627/a-106-1.624810/a-107-1.624807},
timestamp = {Wed, 17 Apr 2024 11:48:14 +0200},
biburl = {https://dblp.org/rec/conf/amia/NiculescuMR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/NiculescuMR07,
author = {Radu Stefan Niculescu and
Tom M. Mitchell and
R. Bharat Rao},
editor = {Manuela M. Veloso},
title = {A Theoretical Framework for Learning Bayesian Networks with Parameter
Inequality Constraints},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {155--160},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/023.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/NiculescuMR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/ChangPMX07,
author = {Lillian Y. Chang and
Nancy S. Pollard and
Tom M. Mitchell and
Eric P. Xing},
title = {Feature selection for grasp recognition from optical markers},
booktitle = {2007 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, October 29 - November 2, 2007, Sheraton Hotel and Marina,
San Diego, California, {USA}},
pages = {2944--2950},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IROS.2007.4399115},
doi = {10.1109/IROS.2007.4399115},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/ChangPMX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/ShiKSMB07,
author = {Yanxin Shi and
Michael Klutstein and
Itamar Simon and
Tom M. Mitchell and
Ziv Bar{-}Joseph},
title = {Continuous hidden process model for time series expression experiments},
booktitle = {Proceedings 15th International Conference on Intelligent Systems for
Molecular Biology {(ISMB)} {\&} 6th European Conference on Computational
Biology (ECCB), Vienna, Austria, July 21-25, 2007},
pages = {459--467},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btm218},
doi = {10.1093/BIOINFORMATICS/BTM218},
timestamp = {Sat, 07 Sep 2019 11:59:25 +0200},
biburl = {https://dblp.org/rec/conf/ismb/ShiKSMB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Mitchell07,
author = {Tom M. Mitchell},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Learning, Information Extraction and the Web},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4702},
pages = {1},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74976-9\_1},
doi = {10.1007/978-3-540-74976-9\_1},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Mitchell07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PalatucciM07,
author = {Mark Palatucci and
Tom M. Mitchell},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Classification in Very High Dimensional Problems with Handfuls of
Examples},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4702},
pages = {212--223},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74976-9\_22},
doi = {10.1007/978-3-540-74976-9\_22},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PalatucciM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NiculescuMR06,
author = {Radu Stefan Niculescu and
Tom M. Mitchell and
R. Bharat Rao},
title = {Bayesian Network Learning with Parameter Constraints},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {1357--1383},
year = {2006},
url = {http://jmlr.org/papers/v7/niculescu06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NiculescuMR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MitchellWHC06,
author = {Tom M. Mitchell and
Sophie H. Wang and
Yifen Huang and
Adam Cheyer},
title = {Extracting Knowledge about Users' Activities from Raw Workstation
Contents},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {181--186},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-029.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MitchellWHC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HutchinsonMR06,
author = {Rebecca A. Hutchinson and
Tom M. Mitchell and
Indrayana Rustandi},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Hidden process models},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {433--440},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143899},
doi = {10.1145/1143844.1143899},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/HutchinsonMR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HuangM06,
author = {Yifen Huang and
Tom M. Mitchell},
editor = {Efthimis N. Efthimiadis and
Susan T. Dumais and
David Hawking and
Kalervo J{\"{a}}rvelin},
title = {Text clustering with extended user feedback},
booktitle = {{SIGIR} 2006: Proceedings of the 29th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Seattle,
Washington, USA, August 6-11, 2006},
pages = {413--420},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1148170.1148242},
doi = {10.1145/1148170.1148242},
timestamp = {Wed, 14 Nov 2018 10:58:10 +0100},
biburl = {https://dblp.org/rec/conf/sigir/HuangM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/mit/06/NigamMM06,
author = {Kamal Nigam and
Andrew McCallum and
Tom M. Mitchell},
editor = {Olivier Chapelle and
Bernhard Sch{\"{o}}lkopf and
Alexander Zien},
title = {Semi-Supervised Text Classification Using {EM}},
booktitle = {Semi-Supervised Learning},
pages = {32--55},
publisher = {The {MIT} Press},
year = {2006},
url = {https://doi.org/10.7551/mitpress/9780262033589.003.0003},
doi = {10.7551/MITPRESS/9780262033589.003.0003},
timestamp = {Mon, 22 Jul 2019 15:58:13 +0200},
biburl = {https://dblp.org/rec/books/mit/06/NigamMM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/MitchellL05,
author = {Tom M. Mitchell and
Hector J. Levesque},
title = {The 2005 {AAAI} Classic Paper Awards},
journal = {{AI} Mag.},
volume = {26},
number = {4},
pages = {98--99},
year = {2005},
url = {https://doi.org/10.1609/aimag.v26i4.1853},
doi = {10.1609/AIMAG.V26I4.1853},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/MitchellL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/CooperAAABCFJLM05,
author = {Gregory F. Cooper and
Vijoy Abraham and
Constantin F. Aliferis and
John M. Aronis and
Bruce G. Buchanan and
Rich Caruana and
Michael J. Fine and
Janine E. Janosky and
Gary Livingston and
Tom M. Mitchell},
title = {Predicting dire outcomes of patients with community acquired pneumonia},
journal = {J. Biomed. Informatics},
volume = {38},
number = {5},
pages = {347--366},
year = {2005},
url = {https://doi.org/10.1016/j.jbi.2005.02.005},
doi = {10.1016/J.JBI.2005.02.005},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/CooperAAABCFJLM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/ChenM05,
author = {Qiong Chen and
Tom M. Mitchell},
title = {Learning Topic-Based Mixture Models for Factored Classification},
booktitle = {2005 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2005), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2005), 28-30 November 2005, Vienna, Austria},
pages = {25--31},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CIMCA.2005.1631237},
doi = {10.1109/CIMCA.2005.1631237},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/ChenM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/ChenM05a,
author = {Qiong Chen and
Tom M. Mitchell},
title = {Learning Topic-Based Mixture Models for Factored Classification},
booktitle = {2005 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2005), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2005), 28-30 November 2005, Vienna, Austria},
pages = {1114--1120},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CIMCA.2005.1631412},
doi = {10.1109/CIMCA.2005.1631412},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/ChenM05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Mitchell05,
author = {Tom M. Mitchell},
editor = {Tu Bao Ho and
David Wai{-}Lok Cheung and
Huan Liu},
title = {Machine Learning for Analyzing Human Brain Function},
booktitle = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia
Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3518},
pages = {1},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11430919\_1},
doi = {10.1007/11430919\_1},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/Mitchell05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NiculescuMR05,
author = {Radu Stefan Niculescu and
Tom M. Mitchell and
R. Bharat Rao},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {Exploiting Parameter Related Domain Knowledge for Learning in Graphical
Models},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {310--321},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.28},
doi = {10.1137/1.9781611972757.28},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NiculescuMR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MitchellHNPWJN04,
author = {Tom M. Mitchell and
Rebecca A. Hutchinson and
Radu Stefan Niculescu and
Francisco Pereira and
Xuerui Wang and
Marcel Adam Just and
Sharlene D. Newman},
title = {Learning to Decode Cognitive States from Brain Images},
journal = {Mach. Learn.},
volume = {57},
number = {1-2},
pages = {145--175},
year = {2004},
url = {https://doi.org/10.1023/B:MACH.0000035475.85309.1b},
doi = {10.1023/B:MACH.0000035475.85309.1B},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MitchellHNPWJN04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ceas/HuangGMCC04,
author = {Yifen Huang and
Dinesh Govindaraju and
Tom M. Mitchell and
Vitor Rocha de Carvalho and
William W. Cohen},
title = {Inferring Ongoing Activities of Workstation Users by Clustering Email},
booktitle = {{CEAS} 2004 - First Conference on Email and Anti-Spam, July 30-31,
2004, Mountain View, California, {USA}},
year = {2004},
url = {http://www.ceas.cc/papers-2004/149.pdf},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ceas/HuangGMCC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/CohenCM04,
author = {William W. Cohen and
Vitor R. Carvalho and
Tom M. Mitchell},
title = {Learning to Classify Email into "Speech Acts"},
booktitle = {Proceedings of the 2004 Conference on Empirical Methods in Natural
Language Processing , {EMNLP} 2004, {A} meeting of SIGDAT, a Special
Interest Group of the ACL, held in conjunction with {ACL} 2004, 25-26
July 2004, Barcelona, Spain},
pages = {309--316},
publisher = {{ACL}},
year = {2004},
url = {https://aclanthology.org/W04-3240/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/CohenCM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NeillMPM04,
author = {Daniel B. Neill and
Andrew W. Moore and
Francisco Pereira and
Tom M. Mitchell},
title = {Detecting Significant Multidimensional Spatial Clusters},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {969--976},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/978fce5bcc4eccc88ad48ce3914124a2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NeillMPM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/Mitchell04,
author = {Tom M. Mitchell},
title = {Intelligent Workstation Agents and Unstructured Workstation Data},
booktitle = {2004 {IEEE/WIC/ACM} International Conference on Web Intelligence {(WI}
2004), 20-24 September 2004, Beijing, China},
pages = {6},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/WI.2004.10009},
doi = {10.1109/WI.2004.10009},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/Mitchell04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/HartNPMK03,
author = {Peter E. Hart and
Nils J. Nilsson and
Ray Perrault and
Tom M. Mitchell and
Casimir A. Kulikowski},
title = {In Memoriam: Charles Rosen, Norman Nielsen, and Saul Amarel},
journal = {{AI} Mag.},
volume = {24},
number = {1},
pages = {6--12},
year = {2003},
url = {https://doi.org/10.1609/aimag.v24i1.1683},
doi = {10.1609/AIMAG.V24I1.1683},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/HartNPMK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/HamiltonMH03,
author = {David Mike Hamilton and
Tom M. Mitchell and
Carol McKenna Hamilton},
title = {{AI} Matures and Flourishes in North America},
journal = {{IEEE} Intell. Syst.},
volume = {18},
number = {4},
pages = {87},
year = {2003},
url = {https://doi.org/10.1109/MIS.2003.1217633},
doi = {10.1109/MIS.2003.1217633},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/HamiltonMH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/Mitchell03,
author = {Tom M. Mitchell},
editor = {Yang Xiang and
Brahim Chaib{-}draa},
title = {Artificial Intelligence and Human Brain Imaging},
booktitle = {Advances in Artificial Intelligence, 16th Conference of the Canadian
Society for Computational Studies of Intelligence, {AI} 2003, Halifax,
Canada, June 11-13, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2671},
pages = {7},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44886-1\_2},
doi = {10.1007/3-540-44886-1\_2},
timestamp = {Thu, 28 Sep 2023 12:27:05 +0200},
biburl = {https://dblp.org/rec/conf/ai/Mitchell03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/MitchellHJNPW03,
author = {Tom M. Mitchell and
Rebecca A. Hutchinson and
Marcel Adam Just and
Radu Stefan Niculescu and
Francisco Pereira and
Xuerui Wang},
title = {Classifying Instantaneous Cognitive States from fMRI Data},
booktitle = {{AMIA} 2003, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 8-12, 2003},
publisher = {{AMIA}},
year = {2003},
url = {https://knowledge.amia.org/amia-55142-a2003a-1.616734/t-001-1.619623/f-001-1.619624/a-094-1.619820/a-095-1.619816},
timestamp = {Wed, 17 Apr 2024 11:48:28 +0200},
biburl = {https://dblp.org/rec/conf/amia/MitchellHJNPW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangHM03,
author = {Xuerui Wang and
Rebecca A. Hutchinson and
Tom M. Mitchell},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Training fMRI Classifiers to Discriminate Cognitive States across
Multiple Subjects},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {709--716},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/61d77652c97ef636343742fc3dcf3ba9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangHM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Mitchell01,
author = {Tom M. Mitchell},
title = {Author's response to reviews of Machine Learning},
journal = {Artif. Intell.},
volume = {131},
number = {1-2},
pages = {223--225},
year = {2001},
url = {https://doi.org/10.1016/S0004-3702(01)00142-4},
doi = {10.1016/S0004-3702(01)00142-4},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Mitchell01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/LesperanceWBBNWAFGJHGGHSKMDGMBM01,
author = {Yves Lesp{\'{e}}rance and
Gerd Wagner and
William P. Birmingham and
Kurt D. Bollacker and
Alexander Nareyek and
J. Paul Walser and
David W. Aha and
Timothy W. Finin and
Benjamin N. Grosof and
Nathalie Japkowicz and
Robert Holte and
Lise Getoor and
Carla P. Gomes and
Holger H. Hoos and
Alan C. Schultz and
Miroslav Kubat and
Tom M. Mitchell and
J{\"{o}}rg Denzinger and
Yolanda Gil and
Karen L. Myers and
Claudio Bettini and
Angelo Montanari},
title = {{AAAI} 2000 Workshop Reports},
journal = {{AI} Mag.},
volume = {22},
number = {1},
pages = {127--136},
year = {2001},
url = {https://doi.org/10.1609/aimag.v22i1.1552},
doi = {10.1609/AIMAG.V22I1.1552},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/LesperanceWBBNWAFGJHGGHSKMDGMBM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Mitchell01,
author = {Tom M. Mitchell},
editor = {Doheon Lee and
Mario Schkolnick and
Foster J. Provost and
Ramakrishnan Srikant},
title = {Extracting targeted data from the web},
booktitle = {Proceedings of the seventh {ACM} {SIGKDD} international conference
on Knowledge discovery and data mining, San Francisco, CA, USA, August
26-29, 2001},
pages = {3},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/502512.502514},
doi = {10.1145/502512.502514},
timestamp = {Tue, 01 Jun 2021 15:21:34 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Mitchell01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PereiraJM01,
author = {Francisco Pereira and
Marcel Adam Just and
Tom M. Mitchell},
editor = {Luc De Raedt and
Arno Siebes},
title = {Distinguishing Natural Language Processes on the Basis of fMRI-Measured
Brain Activation},
booktitle = {Principles of Data Mining and Knowledge Discovery, 5th European Conference,
{PKDD} 2001, Freiburg, Germany, September 3-5, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2168},
pages = {374--385},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44794-6\_31},
doi = {10.1007/3-540-44794-6\_31},
timestamp = {Sun, 25 Oct 2020 22:53:46 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PereiraJM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/CravenDFMMNS00,
author = {Mark Craven and
Dan DiPasquo and
Dayne Freitag and
Andrew McCallum and
Tom M. Mitchell and
Kamal Nigam and
Se{\'{a}}n Slattery},
title = {Learning to construct knowledge bases from the World Wide Web},
journal = {Artif. Intell.},
volume = {118},
number = {1-2},
pages = {69--113},
year = {2000},
url = {https://doi.org/10.1016/S0004-3702(00)00004-7},
doi = {10.1016/S0004-3702(00)00004-7},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/CravenDFMMNS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NigamMTM00,
author = {Kamal Nigam and
Andrew McCallum and
Sebastian Thrun and
Tom M. Mitchell},
title = {Text Classification from Labeled and Unlabeled Documents using {EM}},
journal = {Mach. Learn.},
volume = {39},
number = {2/3},
pages = {103--134},
year = {2000},
url = {https://doi.org/10.1023/A:1007692713085},
doi = {10.1023/A:1007692713085},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/NigamMTM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SlatteryM00,
author = {Se{\'{a}}n Slattery and
Tom M. Mitchell},
editor = {Pat Langley},
title = {Discovering Test Set Regularities in Relational Domains},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {895--902},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/SlatteryM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/ThrunFMW99,
author = {Sebastian Thrun and
Christos Faloutsos and
Tom M. Mitchell and
Larry A. Wasserman},
title = {Automated Learning and Discovery State-of-the-Art and Research Topics
in a Rapidly Growing Field},
journal = {{AI} Mag.},
volume = {20},
number = {3},
pages = {78--82},
year = {1999},
url = {https://doi.org/10.1609/aimag.v20i3.1468},
doi = {10.1609/AIMAG.V20I3.1468},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/ThrunFMW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/Mitchell99,
author = {Tom M. Mitchell},
title = {Machine Learning and Data Mining},
journal = {Commun. {ACM}},
volume = {42},
number = {11},
pages = {30--36},
year = {1999},
url = {https://doi.org/10.1145/319382.319388},
doi = {10.1145/319382.319388},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/Mitchell99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CravenFMMNS98,
author = {Mark Craven and
Dan DiPasquo and
Dayne Freitag and
Andrew McCallum and
Tom M. Mitchell and
Kamal Nigam and
Se{\'{a}}n Slattery},
editor = {Jack Mostow and
Chuck Rich},
title = {Learning to Extract Symbolic Knowledge from the World Wide Web},
booktitle = {Proceedings of the Fifteenth National Conference on Artificial Intelligence
and Tenth Innovative Applications of Artificial Intelligence Conference,
{AAAI} 98, {IAAI} 98, July 26-30, 1998, Madison, Wisconsin, {USA}},
pages = {509--516},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1998},
url = {http://www.aaai.org/Library/AAAI/1998/aaai98-072.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CravenFMMNS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NigamMTM98,
author = {Kamal Nigam and
Andrew McCallum and
Sebastian Thrun and
Tom M. Mitchell},
editor = {Jack Mostow and
Chuck Rich},
title = {Learning to Classify Text from Labeled and Unlabeled Documents},
booktitle = {Proceedings of the Fifteenth National Conference on Artificial Intelligence
and Tenth Innovative Applications of Artificial Intelligence Conference,
{AAAI} 98, {IAAI} 98, July 26-30, 1998, Madison, Wisconsin, {USA}},
pages = {792--799},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1998},
url = {http://www.aaai.org/Library/AAAI/1998/aaai98-112.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NigamMTM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BlumM98,
author = {Avrim Blum and
Tom M. Mitchell},
editor = {Peter L. Bartlett and
Yishay Mansour},
title = {Combining Labeled and Unlabeled Data with Co-Training},
booktitle = {Proceedings of the Eleventh Annual Conference on Computational Learning
Theory, {COLT} 1998, Madison, Wisconsin, USA, July 24-26, 1998},
pages = {92--100},
publisher = {{ACM}},
year = {1998},
url = {https://doi.org/10.1145/279943.279962},
doi = {10.1145/279943.279962},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BlumM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/McCallumRMN98,
author = {Andrew McCallum and
Ronald Rosenfeld and
Tom M. Mitchell and
Andrew Y. Ng},
editor = {Jude W. Shavlik},
title = {Improving Text Classification by Shrinkage in a Hierarchy of Classes},
booktitle = {Proceedings of the Fifteenth International Conference on Machine Learning
{(ICML} 1998), Madison, Wisconsin, USA, July 24-27, 1998},
pages = {359--367},
publisher = {Morgan Kaufmann},
year = {1998},
timestamp = {Thu, 30 Jun 2011 10:34:12 +0200},
biburl = {https://dblp.org/rec/conf/icml/McCallumRMN98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0087929,
author = {Tom M. Mitchell},
title = {Machine learning, International Edition},
series = {McGraw-Hill Series in Computer Science},
publisher = {McGraw-Hill},
year = {1997},
url = {https://www.worldcat.org/oclc/61321007},
isbn = {978-0-07-042807-2},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0087929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/Mitchell97,
author = {Tom M. Mitchell},
title = {Does Machine Learning Really Work?},
journal = {{AI} Mag.},
volume = {18},
number = {3},
pages = {11--20},
year = {1997},
url = {https://doi.org/10.1609/aimag.v18i3.1303},
doi = {10.1609/AIMAG.V18I3.1303},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/Mitchell97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/CooperAAABCFGGHJMMRS97,
author = {Gregory F. Cooper and
Constantin F. Aliferis and
Richard Ambrosino and
John M. Aronis and
Bruce G. Buchanan and
Rich Caruana and
Michael J. Fine and
Clark Glymour and
Geoffrey J. Gordon and
Barbara H. Hanusa and
Janine E. Janosky and
Christopher Meek and
Tom M. Mitchell and
Thomas S. Richardson and
Peter Spirtes},
title = {An evaluation of machine-learning methods for predicting pneumonia
mortality},
journal = {Artif. Intell. Medicine},
volume = {9},
number = {2},
pages = {107--138},
year = {1997},
url = {https://doi.org/10.1016/S0933-3657(96)00367-3},
doi = {10.1016/S0933-3657(96)00367-3},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/CooperAAABCFGGHJMMRS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/Mitchell97,
author = {Tom M. Mitchell},
editor = {Ernesto Costa and
Am{\'{\i}}lcar Cardoso},
title = {Machine Learning Meets Natural Language},
booktitle = {Progress in Artificial Intelligence, 8th Portuguese Conference on
Artificial Intelligence, {EPIA} '97, Coimbra, Portugal, October 6-9,
1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1323},
pages = {391},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0023942},
doi = {10.1007/BFB0023942},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/epia/Mitchell97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JoachimsFM97,
author = {Thorsten Joachims and
Dayne Freitag and
Tom M. Mitchell},
title = {Web Watcher: {A} Tour Guide for the World Wide Web},
booktitle = {Proceedings of the Fifteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 97, Nagoya, Japan, August 23-29, 1997, 2 Volumes},
pages = {770--777},
publisher = {Morgan Kaufmann},
year = {1997},
timestamp = {Tue, 20 Aug 2019 16:17:27 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/JoachimsFM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SelmanBDHMN96,
author = {Bart Selman and
Rodney A. Brooks and
Thomas L. Dean and
Eric Horvitz and
Tom M. Mitchell and
Nils J. Nilsson},
editor = {William J. Clancey and
Daniel S. Weld},
title = {Challenge Problems for Artificial Intelligence (Panel Statements)},
booktitle = {Proceedings of the Thirteenth National Conference on Artificial Intelligence
and Eighth Innovative Applications of Artificial Intelligence Conference,
{AAAI} 96, {IAAI} 96, Portland, Oregon, USA, August 4-8, 1996, Volume
2},
pages = {1340--1345},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1996},
url = {http://www.aaai.org/Library/AAAI/1996/aaai96-201.php},
timestamp = {Tue, 05 Sep 2023 08:53:09 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SelmanBDHMN96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/ThrunM95,
author = {Sebastian Thrun and
Tom M. Mitchell},
title = {Lifelong robot learning},
journal = {Robotics Auton. Syst.},
volume = {15},
number = {1-2},
pages = {25--46},
year = {1995},
url = {https://doi.org/10.1016/0921-8890(95)00004-Y},
doi = {10.1016/0921-8890(95)00004-Y},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ras/ThrunM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Mitchell95,
author = {Tom M. Mitchell},
editor = {Nada Lavrac and
Stefan Wrobel},
title = {Machine Learning in the World Wide Web},
booktitle = {Machine Learning: ECML-95, 8th European Conference on Machine Learning,
Heraclion, Crete, Greece, April 25-27, 1995, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {912},
pages = {32},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-59286-5\_47},
doi = {10.1007/3-540-59286-5\_47},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Mitchell95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ThrunM95,
author = {Sebastian Thrun and
Tom M. Mitchell},
title = {Learning One More Thing},
booktitle = {Proceedings of the Fourteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 95, Montr{\'{e}}al Qu{\'{e}}bec, Canada,
August 20-25 1995, 2 Volumes},
pages = {1217--1225},
publisher = {Morgan Kaufmann},
year = {1995},
url = {http://ijcai.org/Proceedings/95-2/Papers/026.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:30 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ThrunM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CaruanaBM95,
author = {Rich Caruana and
Shumeet Baluja and
Tom M. Mitchell},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {Using the Future to Sort Out the Present: Rankprop and Multitask Learning
for Medical Risk Evaluation},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {959--965},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1081-using-the-future-to-sort-out-the-present-rankprop-and-multitask-learning-for-medical-risk-evaluation},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CaruanaBM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/MitchellCFMZ94,
author = {Tom M. Mitchell and
Rich Caruana and
Dayne Freitag and
John P. McDermott and
David Zabowski},
title = {Experience with a Learning Personal Assistant},
journal = {Commun. {ACM}},
volume = {37},
number = {7},
pages = {80--91},
year = {1994},
url = {https://doi.org/10.1145/176789.176798},
doi = {10.1145/176789.176798},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/MitchellCFMZ94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/MahadevanMMST93,
author = {Sridhar Mahadevan and
Tom M. Mitchell and
Jack Mostow and
Louis I. Steinberg and
Prasad Tadepalli},
title = {An Apprentice-Based Approach to Knowledge Acquisition},
journal = {Artif. Intell.},
volume = {64},
number = {1},
pages = {1--52},
year = {1993},
url = {https://doi.org/10.1016/0004-3702(93)90059-K},
doi = {10.1016/0004-3702(93)90059-K},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/MahadevanMMST93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/DemesFGHMPSSTW93,
author = {Georgette H. Demes and
Steven J. Fenves and
Ignacio E. Grossmann and
Chris T. Hendrickson and
Tom M. Mitchell and
Friedrich B. Prinz and
Daniel P. Siewiorek and
Eswaran Subrahmanian and
Sarosh Talukdar and
Arthur Westerberg},
title = {The engineering design research center of Carnegie Mellon University},
journal = {Proc. {IEEE}},
volume = {81},
number = {1},
pages = {10--24},
year = {1993},
url = {https://doi.org/10.1109/jproc.1993.752023},
doi = {10.1109/JPROC.1993.752023},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/DemesFGHMPSSTW93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gi/BocionekM93,
author = {Siegfried Bocionek and
Tom M. Mitchell},
editor = {Horst Reichel},
title = {Office Automation Systems that are "Programmed" by their
Users},
booktitle = {Informatik - Wirtschaft - Gesellschaft, 23. Gi-Jahrestagung, Dresden,
Germany, 27. September - 1. Oktober 1993},
series = {Informatik Aktuell},
pages = {214--219},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/978-3-642-78486-6\_32},
doi = {10.1007/978-3-642-78486-6\_32},
timestamp = {Tue, 23 May 2017 01:10:33 +0200},
biburl = {https://dblp.org/rec/conf/gi/BocionekM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MitchellT93,
author = {Tom M. Mitchell and
Sebastian Thrun},
editor = {Paul E. Utgoff},
title = {Explanation Based Learning: {A} Comparison of Symbolic and Neural
Network Approaches},
booktitle = {Machine Learning, Proceedings of the Tenth International Conference,
University of Massachusetts, Amherst, MA, USA, June 27-29, 1993},
pages = {197--204},
publisher = {Morgan Kaufmann},
year = {1993},
url = {https://doi.org/10.1016/b978-1-55860-307-3.50032-0},
doi = {10.1016/B978-1-55860-307-3.50032-0},
timestamp = {Mon, 24 Jun 2019 13:59:03 +0200},
biburl = {https://dblp.org/rec/conf/icml/MitchellT93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ThrunM93,
author = {Sebastian Thrun and
Tom M. Mitchell},
editor = {Ruzena Bajcsy},
title = {Integrating Inductive Neural Network Learning and Explanation-Based
Learning},
booktitle = {Proceedings of the 13th International Joint Conference on Artificial
Intelligence. Chamb{\'{e}}ry, France, August 28 - September 3,
1993},
pages = {930--936},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://ijcai.org/Proceedings/93-2/Papers/014.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:33 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ThrunM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DentBMMZ92,
author = {C. Lisa Dent and
Jesus Boticario and
John P. McDermott and
Tom M. Mitchell and
David Zabowski},
editor = {William R. Swartout},
title = {A Personal Learning Apprentice},
booktitle = {Proceedings of the 10th National Conference on Artificial Intelligence,
San Jose, CA, USA, July 12-16, 1992},
pages = {96--103},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1992},
url = {http://www.aaai.org/Library/AAAI/1992/aaai92-015.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DentBMMZ92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MitchellT92,
author = {Tom M. Mitchell and
Sebastian Thrun},
editor = {Stephen Jose Hanson and
Jack D. Cowan and
C. Lee Giles},
title = {Explanation-Based Neural Network Learning for Robot Control},
booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 3, 1992]},
pages = {287--294},
publisher = {Morgan Kaufmann},
year = {1992},
url = {http://papers.nips.cc/paper/614-explanation-based-neural-network-learning-for-robot-control},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MitchellT92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/ChristiansenMM91,
author = {Alan D. Christiansen and
Matthew T. Mason and
Tom M. Mitchell},
title = {Learning reliable manipulation strategies without initial physical
models},
journal = {Robotics Auton. Syst.},
volume = {8},
number = {1-2},
pages = {7--18},
year = {1991},
url = {https://doi.org/10.1016/0921-8890(91)90011-9},
doi = {10.1016/0921-8890(91)90011-9},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ras/ChristiansenMM91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigart/Mitchell91,
author = {Tom M. Mitchell},
title = {Plan-Then-Compile Architectures},
journal = {{SIGART} Bull.},
volume = {2},
number = {4},
pages = {136--139},
year = {1991},
url = {https://doi.org/10.1145/122344.122372},
doi = {10.1145/122344.122372},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigart/Mitchell91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Mitchell91,
author = {Tom M. Mitchell},
editor = {Zbigniew W. Ras and
Maria Zemankova},
title = {Personal Learning Apprentices},
booktitle = {Methodologies for Intelligent Systems, 6th International Symposium,
{ISMIS} '91, Charlotte, N.C., USA, October 16-19, 1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {542},
pages = {35--37},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/3-540-54563-8\_67},
doi = {10.1007/3-540-54563-8\_67},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/Mitchell91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/mit/PF91/SchlimmerMM91,
author = {Jeffrey C. Schlimmer and
Tom M. Mitchell and
John P. McDermott},
editor = {Gregory Piatetsky{-}Shapiro and
William J. Frawley},
title = {Justification-Based Refinement of Expert Knowledge},
booktitle = {Knowledge Discovery in Databases},
pages = {397--410},
publisher = {{AAAI/MIT} Press},
year = {1991},
timestamp = {Sat, 03 Aug 2019 19:21:51 +0200},
biburl = {https://dblp.org/rec/books/mit/PF91/SchlimmerMM91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/TanakaM90,
author = {Toshikazu Tanaka and
Tom M. Mitchell},
title = {Embedding Learning in a General Frame-Based Architecture},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {4},
number = {2},
pages = {125--146},
year = {1990},
url = {https://doi.org/10.1142/S0218001490000101},
doi = {10.1142/S0218001490000101},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/TanakaM90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Mitchell90,
author = {Tom M. Mitchell},
editor = {Howard E. Shrobe and
Thomas G. Dietterich and
William R. Swartout},
title = {Becoming Increasingly Reactive},
booktitle = {Proceedings of the 8th National Conference on Artificial Intelligence.
Boston, Massachusetts, USA, July 29 - August 3, 1990, 2 Volumes},
pages = {1051--1058},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1990},
url = {http://www.aaai.org/Library/AAAI/1990/aaai90-157.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Mitchell90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ChristiansenMM90,
author = {Alan D. Christiansen and
Matthew T. Mason and
Tom M. Mitchell},
title = {Learning reliable manipulation strategies without initial physical
models},
booktitle = {Proceedings of the 1990 {IEEE} International Conference on Robotics
and Automation, Cincinnati, Ohio, USA, May 13-18, 1990},
pages = {1224--1230},
publisher = {{IEEE}},
year = {1990},
url = {https://doi.org/10.1109/ROBOT.1990.126165},
doi = {10.1109/ROBOT.1990.126165},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/ChristiansenMM90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/BaresHKKMSW89,
author = {John Bares and
Martial Hebert and
Takeo Kanade and
Eric Krotkov and
Tom M. Mitchell and
Reid G. Simmons and
William Whittaker},
title = {Ambler: An Autonomous Rover for Planetary Exploration},
journal = {Computer},
volume = {22},
number = {6},
pages = {18--26},
year = {1989},
url = {https://doi.org/10.1109/2.30717},
doi = {10.1109/2.30717},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/BaresHKKMSW89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MasonCM89,
author = {Matthew T. Mason and
Alan D. Christiansen and
Tom M. Mitchell},
editor = {Alberto Maria Segre},
title = {Experiments in Robot Learning},
booktitle = {Proceedings of the Sixth International Workshop on Machine Learning
{(ML} 1989), Cornell University, Ithaca, New York, USA, June 26-27,
1989},
pages = {141--145},
publisher = {Morgan Kaufmann},
year = {1989},
timestamp = {Thu, 05 Dec 2002 12:38:01 +0100},
biburl = {https://dblp.org/rec/conf/icml/MasonCM89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlytheM89,
author = {Jim Blythe and
Tom M. Mitchell},
editor = {Alberto Maria Segre},
title = {On Becoming Reactive},
booktitle = {Proceedings of the Sixth International Workshop on Machine Learning
{(ML} 1989), Cornell University, Ithaca, New York, USA, June 26-27,
1989},
pages = {255--259},
publisher = {Morgan Kaufmann},
year = {1989},
timestamp = {Thu, 05 Dec 2002 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BlytheM89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/TanakaM89,
author = {Toshikazu Tanaka and
Tom M. Mitchell},
title = {Embedding learning in a general frame-based architecture},
booktitle = {{IEEE} International Workshop on Tools for Artificial Intelligence:
Architectures, Languages and Algorithms, {TAI} 1989, Fairfax, VA,
USA, October 23-25, 1989},
pages = {77--84},
publisher = {{IEEE} Computer Society},
year = {1989},
url = {https://doi.org/10.1109/TAI.1989.65305},
doi = {10.1109/TAI.1989.65305},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/TanakaM89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/1988,
editor = {Howard E. Shrobe and
Tom M. Mitchell and
Reid G. Smith},
title = {Proceedings of the 7th National Conference on Artificial Intelligence,
St. Paul, MN, USA, August 21-26, 1988},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1988},
url = {http://www.aaai.org/Conferences/AAAI/aaai88.php},
isbn = {0-262-51055-3},
timestamp = {Wed, 20 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/1988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MitchellKK86,
author = {Tom M. Mitchell and
Richard M. Keller and
Smadar T. Kedar{-}Cabelli},
title = {Explanation-Based Generalization: {A} Unifying View},
journal = {Mach. Learn.},
volume = {1},
number = {1},
pages = {47--80},
year = {1986},
url = {https://doi.org/10.1023/A:1022691120807},
doi = {10.1023/A:1022691120807},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MitchellKK86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/SteinbergM85,
author = {Louis I. Steinberg and
Tom M. Mitchell},
title = {The Redesign System: {A} Knowledge-Based Approach to {VLSI} {CAD}},
journal = {{IEEE} Des. Test},
volume = {2},
number = {1},
pages = {45--54},
year = {1985},
url = {https://doi.org/10.1109/MDT.1985.294684},
doi = {10.1109/MDT.1985.294684},
timestamp = {Fri, 05 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dt/SteinbergM85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/MitchellSS85,
author = {Tom M. Mitchell and
Louis I. Steinberg and
Jeffrey S. Shulman},
title = {A Knowledge-Based Approach to Design},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {7},
number = {5},
pages = {502--510},
year = {1985},
url = {https://doi.org/10.1109/TPAMI.1985.4767698},
doi = {10.1109/TPAMI.1985.4767698},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/MitchellSS85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/db-workshops/BorgidaMW85,
author = {Alexander Borgida and
Tom M. Mitchell and
Keith E. Williamson},
editor = {Michael L. Brodie and
John Mylopoulos},
title = {Learning Improved Integrity Constraints and Schemes From Exceptions
in Data and Knowledge Bases},
booktitle = {On Knowledge Base Management Systems: Integrating Artificial Intelligence
and Database Technologies, Book resulting from the Islamorada Workshop
1985 (Islamorada, FL, {USA)}},
series = {Topics in Information Systems},
pages = {259--286},
publisher = {Springer},
year = {1985},
timestamp = {Sat, 03 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/db-workshops/BorgidaMW85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/db-workshops/Mitchell85,
author = {Tom M. Mitchell},
editor = {Michael L. Brodie and
John Mylopoulos},
title = {Learning in Knowledge-Base Management Systems},
booktitle = {On Knowledge Base Management Systems: Integrating Artificial Intelligence
and Database Technologies, Book resulting from the Islamorada Workshop
1985 (Islamorada, FL, {USA)}},
series = {Topics in Information Systems},
pages = {403--406},
publisher = {Springer},
year = {1985},
timestamp = {Sat, 03 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/db-workshops/Mitchell85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MitchellMS85,
author = {Tom M. Mitchell and
Sridhar Mahadevan and
Louis I. Steinberg},
editor = {Aravind K. Joshi},
title = {{LEAP:} {A} Learning Apprentice for {VLSI} Design},
booktitle = {Proceedings of the 9th International Joint Conference on Artificial
Intelligence. Los Angeles, CA, USA, August 1985},
pages = {573--580},
publisher = {Morgan Kaufmann},
year = {1985},
url = {http://ijcai.org/Proceedings/85-1/Papers/109.pdf},
timestamp = {Tue, 20 Aug 2019 16:19:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MitchellMS85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SmithWMB85,
author = {Reid G. Smith and
Howard A. Winston and
Tom M. Mitchell and
Bruce G. Buchanan},
editor = {Aravind K. Joshi},
title = {Representation and Use of Explicit Justifications for Knowledge Base
Refinements},
booktitle = {Proceedings of the 9th International Joint Conference on Artificial
Intelligence. Los Angeles, CA, USA, August 1985},
pages = {673--680},
publisher = {Morgan Kaufmann},
year = {1985},
url = {http://ijcai.org/Proceedings/85-1/Papers/130.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SmithWMB85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/SteinbergM84,
author = {Louis I. Steinberg and
Tom M. Mitchell},
editor = {Patricia H. Lambert and
Hillel Ofek and
Lawrence A. O'Neill and
Pat O. Pistilli and
Paul Losleben and
J. Daniel Nash and
Dennis W. Shaklee and
Bryan T. Preas and
Harvey N. Lerman},
title = {A knowledge based approach to {VLSI} {CAD} the redesign system},
booktitle = {Proceedings of the 21st Design Automation Conference, {DAC} '84, Albuquerque,
New Mexico, June 25-27, 1984},
pages = {412--418},
publisher = {{ACM/IEEE}},
year = {1984},
url = {http://dl.acm.org/citation.cfm?id=800831},
timestamp = {Thu, 12 Aug 2021 08:58:02 +0200},
biburl = {https://dblp.org/rec/conf/dac/SteinbergM84.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/CarbonellMM83,
author = {Jaime G. Carbonell and
Ryszard S. Michalski and
Tom M. Mitchell},
title = {Machine Learning: {A} Historical and Methodological Analysis},
journal = {{AI} Mag.},
volume = {4},
number = {3},
pages = {69--79},
year = {1983},
url = {https://ojs.aaai.org/index.php/aimagazine/article/view/406},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/CarbonellMM83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MitchellSKKSW83,
author = {Tom M. Mitchell and
Louis I. Steinberg and
Smadar T. Kedar{-}Cabelli and
Van E. Kelly and
Jeffrey S. Shulman and
Timothy Weinrich},
editor = {Michael R. Genesereth},
title = {An Intelligent Aid for Circuit Redesign},
booktitle = {Proceedings of the National Conference on Artificial Intelligence,
Washington, D.C., USA, August 22-26, 1983},
pages = {274--278},
publisher = {{AAAI} Press},
year = {1983},
url = {http://www.aaai.org/Library/AAAI/1983/aaai83-076.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MitchellSKKSW83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Mitchell83,
author = {Tom M. Mitchell},
editor = {Alan Bundy},
title = {Learning and Problem Solving},
booktitle = {Proceedings of the 8th International Joint Conference on Artificial
Intelligence. Karlsruhe, FRG, August 1983},
pages = {1139--1151},
publisher = {William Kaufmann},
year = {1983},
timestamp = {Tue, 20 Aug 2019 16:18:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Mitchell83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Mitchell82,
author = {Tom M. Mitchell},
title = {Generalization as Search},
journal = {Artif. Intell.},
volume = {18},
number = {2},
pages = {203--226},
year = {1982},
url = {https://doi.org/10.1016/0004-3702(82)90040-6},
doi = {10.1016/0004-3702(82)90040-6},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/Mitchell82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/Mitchell82,
author = {Tom M. Mitchell},
title = {Artificial Intelligence Research at Rutgers},
journal = {{AI} Mag.},
volume = {3},
number = {2},
pages = {36--43},
year = {1982},
url = {https://ojs.aaai.org/index.php/aimagazine/article/view/369},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/Mitchell82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/SleemanLM82,
author = {Derek H. Sleeman and
Pat Langley and
Tom M. Mitchell},
title = {Learning from Solution Paths: An Approach to the Credit Assignment
Problem},
journal = {{AI} Mag.},
volume = {3},
number = {2},
pages = {48--52},
year = {1982},
url = {https://ojs.aaai.org/index.php/aimagazine/article/view/372},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/SleemanLM82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/UtgoffM82,
author = {Paul E. Utgoff and
Tom M. Mitchell},
editor = {David L. Waltz},
title = {Acquisition of Appropriate Bias for Inductive Concept Learning},
booktitle = {Proceedings of the National Conference on Artificial Intelligence,
Pittsburgh, PA, USA, August 18-20, 1982},
pages = {414--417},
publisher = {{AAAI} Press},
year = {1982},
url = {http://www.aaai.org/Library/AAAI/1982/aaai82-099.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/UtgoffM82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MitchellUNB81,
author = {Tom M. Mitchell and
Paul E. Utgoff and
Bernard Nudel and
Ranan B. Banerji},
editor = {Patrick J. Hayes},
title = {Learning Problem-Solving Heuristics Through Practice},
booktitle = {Proceedings of the 7th International Joint Conference on Artificial
Intelligence, {IJCAI} '81, Vancouver, BC, Canada, August 24-28, 1981},
pages = {127--134},
publisher = {William Kaufmann},
year = {1981},
url = {http://ijcai.org/Proceedings/81-1/Papers/025a.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:26 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MitchellUNB81.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MitchellSSSJK81,
author = {Tom M. Mitchell and
Louis I. Steinberg and
Reid G. Smith and
Pat Schooley and
Howard Jacobs and
Van E. Kelly},
editor = {Patrick J. Hayes},
title = {Representations for Reasoning about Digital Circuits},
booktitle = {Proceedings of the 7th International Joint Conference on Artificial
Intelligence, {IJCAI} '81, Vancouver, BC, Canada, August 24-28, 1981},
pages = {343--344},
publisher = {William Kaufmann},
year = {1981},
url = {http://ijcai.org/Proceedings/81-1/Papers/063.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MitchellSSSJK81.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Mitchell79,
author = {Tom M. Mitchell},
editor = {Bruce G. Buchanan},
title = {An Analysis of Generalization as a Search Problem},
booktitle = {Proceedings of the Sixth International Joint Conference on Artificial
Intelligence, {IJCAI} 79, Tokyo, Japan, August 20-23, 1979, 2 Volumes},
pages = {577--582},
publisher = {William Kaufmann},
year = {1979},
timestamp = {Tue, 20 Aug 2019 16:16:26 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Mitchell79.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigart/BuchananM77,
author = {Bruce G. Buchanan and
Tom M. Mitchell},
title = {Model-directed learning of production rules},
journal = {{SIGART} Newsl.},
volume = {63},
pages = {44},
year = {1977},
url = {https://doi.org/10.1145/1045343.1045371},
doi = {10.1145/1045343.1045371},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigart/BuchananM77.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Mitchell77,
author = {Tom M. Mitchell},
editor = {Raj Reddy},
title = {Version Spaces: {A} Candidate Elimination Approach to Rule Learning},
booktitle = {Proceedings of the 5th International Joint Conference on Artificial
Intelligence. Cambridge, MA, USA, August 22-25, 1977},
pages = {305--310},
publisher = {William Kaufmann},
year = {1977},
url = {http://ijcai.org/Proceedings/77-1/Papers/048.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Mitchell77.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SmithMCB77,
author = {Reid G. Smith and
Tom M. Mitchell and
R. A. Chestek and
Bruce G. Buchanan},
editor = {Raj Reddy},
title = {A Model for Learning Systems},
booktitle = {Proceedings of the 5th International Joint Conference on Artificial
Intelligence. Cambridge, MA, USA, August 22-25, 1977},
pages = {338--343},
publisher = {William Kaufmann},
year = {1977},
url = {http://ijcai.org/Proceedings/77-1/Papers/056.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SmithMCB77.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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