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ORCIDBibTeX records: Ari Kobren
@inproceedings{DBLP:conf/aaai/MishraMBKM22,
author = {Siddhartha Mishra and
Nicholas Monath and
Michael Boratko and
Ariel Kobren and
Andrew McCallum},
title = {An Evaluative Measure of Clustering Methods Incorporating Hyperparameter
Sensitivity},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {7788--7796},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i7.20747},
doi = {10.1609/AAAI.V36I7.20747},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MishraMBKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SteedPKW22,
author = {Ryan Steed and
Swetasudha Panda and
Ari Kobren and
Michael L. Wick},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Upstream Mitigation Is Not All You Need: Testing the Bias Transfer
Hypothesis in Pre-Trained Language Models},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {3524--3542},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.247},
doi = {10.18653/V1/2022.ACL-LONG.247},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SteedPKW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PandaKWS22,
author = {Swetasudha Panda and
Ari Kobren and
Michael L. Wick and
Qinlan Shen},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Don't Just Clean It, Proxy Clean It: Mitigating Bias by Proxy in Pre-Trained
Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {5073--5085},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.372},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.372},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PandaKWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/GuptaJPRKPTW21,
author = {Ananya Gupta and
Eric Johnson and
Justin Payan and
Aditya Kumar Roy and
Ari Kobren and
Swetasudha Panda and
Jean{-}Baptiste Tristan and
Michael L. Wick},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Online Post-Processing in Rankings for Fair Utility Maximization},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {454--462},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441724},
doi = {10.1145/3437963.3441724},
timestamp = {Wed, 07 Apr 2021 15:49:26 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/GuptaJPRKPTW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/TamMKM20,
author = {Derek Tam and
Nicholas Monath and
Ari Kobren and
Andrew McCallum},
editor = {Dipanjan Das and
Hannaneh Hajishirzi and
Andrew McCallum and
Sameer Singh},
title = {Predicting Institution Hierarchies with Set-based Models},
booktitle = {Conference on Automated Knowledge Base Construction, {AKBC} 2020,
Virtual, June 22-24, 2020},
year = {2020},
url = {https://doi.org/10.24432/C5B88S},
doi = {10.24432/C5B88S},
timestamp = {Tue, 12 Jan 2021 16:24:06 +0100},
biburl = {https://dblp.org/rec/conf/akbc/TamMKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/blackboxnlp/NizarK20,
author = {Naveen Jafer Nizar and
Ari Kobren},
editor = {Afra Alishahi and
Yonatan Belinkov and
Grzegorz Chrupala and
Dieuwke Hupkes and
Yuval Pinter and
Hassan Sajjad},
title = {Leveraging Extracted Model Adversaries for Improved Black Box Attacks},
booktitle = {Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting
Neural Networks for NLP, BlackboxNLP@EMNLP 2020, Online, November
2020},
pages = {57--67},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.blackboxnlp-1.6},
doi = {10.18653/V1/2020.BLACKBOXNLP-1.6},
timestamp = {Fri, 15 Sep 2023 14:10:05 +0200},
biburl = {https://dblp.org/rec/conf/blackboxnlp/NizarK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-00076,
author = {Nicholas Monath and
Ari Kobren and
Akshay Krishnamurthy and
Michael R. Glass and
Andrew McCallum},
title = {Scalable Hierarchical Clustering with Tree Grafting},
journal = {CoRR},
volume = {abs/2001.00076},
year = {2020},
url = {http://arxiv.org/abs/2001.00076},
eprinttype = {arXiv},
eprint = {2001.00076},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-00076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-16336,
author = {Naveen Jafer Nizar and
Ari Kobren},
title = {Leveraging Extracted Model Adversaries for Improved Black Box Attacks},
journal = {CoRR},
volume = {abs/2010.16336},
year = {2020},
url = {https://arxiv.org/abs/2010.16336},
eprinttype = {arXiv},
eprint = {2010.16336},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-16336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TamMKTDM19,
author = {Derek Tam and
Nicholas Monath and
Ari Kobren and
Aaron Traylor and
Rajarshi Das and
Andrew McCallum},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Optimal Transport-based Alignment of Learned Character Representations
for String Similarity},
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 = {5907--5917},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1592},
doi = {10.18653/V1/P19-1592},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TamMKTDM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/KobrenMM19,
author = {Ari Kobren and
Nicholas Monath and
Andrew McCallum},
title = {Integrating User Feedback under Identity Uncertainty in Knowledge
Base Construction},
booktitle = {1st Conference on Automated Knowledge Base Construction, {AKBC} 2019,
Amherst, MA, USA, May 20-22, 2019},
year = {2019},
url = {https://doi.org/10.24432/C5K01J},
doi = {10.24432/C5K01J},
timestamp = {Fri, 15 May 2020 10:56:36 +0200},
biburl = {https://dblp.org/rec/conf/akbc/KobrenMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YadavKMM19,
author = {Nishant Yadav and
Ari Kobren and
Nicholas Monath and
Andrew McCallum},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Supervised Hierarchical Clustering with Exponential Linkage},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {6973--6983},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/yadav19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/YadavKMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KobrenSM19,
author = {Ari Kobren and
Barna Saha and
Andrew McCallum},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Paper Matching with Local Fairness Constraints},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1247--1257},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330899},
doi = {10.1145/3292500.3330899},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KobrenSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MonathKKGM19,
author = {Nicholas Monath and
Ari Kobren and
Akshay Krishnamurthy and
Michael R. Glass and
Andrew McCallum},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Scalable Hierarchical Clustering with Tree Grafting},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1438--1448},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330929},
doi = {10.1145/3292500.3330929},
timestamp = {Sun, 28 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MonathKKGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KobrenBYHL19,
author = {Ari Kobren and
Pablo Barrio and
Oksana Yakhnenko and
Johann Hibschman and
Ian Langmore},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Constructing High Precision Knowledge Bases with Subjective and Factual
Attributes},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2050--2058},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330720},
doi = {10.1145/3292500.3330720},
timestamp = {Mon, 05 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KobrenBYHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MetevierGBKBBT19,
author = {Blossom Metevier and
Stephen Giguere and
Sarah Brockman and
Ari Kobren and
Yuriy Brun and
Emma Brunskill and
Philip S. Thomas},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Offline Contextual Bandits with High Probability Fairness Guarantees},
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 = {14893--14904},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d69768b3da745b77e82cdbddcc8bac98-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MetevierGBKBBT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11924,
author = {Ari Kobren and
Barna Saha and
Andrew McCallum},
title = {Paper Matching with Local Fairness Constraints},
journal = {CoRR},
volume = {abs/1905.11924},
year = {2019},
url = {http://arxiv.org/abs/1905.11924},
eprinttype = {arXiv},
eprint = {1905.11924},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12807,
author = {Ari Kobren and
Pablo Barrio and
Oksana Yakhnenko and
Johann Hibschman and
Ian Langmore},
title = {Constructing High Precision Knowledge Bases with Subjective and Factual
Attributes},
journal = {CoRR},
volume = {abs/1905.12807},
year = {2019},
url = {http://arxiv.org/abs/1905.12807},
eprinttype = {arXiv},
eprint = {1905.12807},
timestamp = {Mon, 05 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07859,
author = {Nishant Yadav and
Ari Kobren and
Nicholas Monath and
Andrew McCallum},
title = {Supervised Hierarchical Clustering with Exponential Linkage},
journal = {CoRR},
volume = {abs/1906.07859},
year = {2019},
url = {http://arxiv.org/abs/1906.07859},
eprinttype = {arXiv},
eprint = {1906.07859},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10165,
author = {Derek Tam and
Nicholas Monath and
Ari Kobren and
Aaron Traylor and
Rajarshi Das and
Andrew McCallum},
title = {Optimal Transport-based Alignment of Learned Character Representations
for String Similarity},
journal = {CoRR},
volume = {abs/1907.10165},
year = {2019},
url = {http://arxiv.org/abs/1907.10165},
eprinttype = {arXiv},
eprint = {1907.10165},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GreenbergMKFMM18,
author = {Craig S. Greenberg and
Nicholas Monath and
Ari Kobren and
Patrick Flaherty and
Andrew McGregor and
Andrew McCallum},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Compact Representation of Uncertainty in Clustering},
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 = {8639--8649},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/29c4a0e4ef7d1969a94a5f4aadd20690-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GreenbergMKFMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/KobrenMM17,
author = {Ari Kobren and
Nicholas Monath and
Andrew McCallum},
title = {Entity-centric Attribute Feedback for Interactive Knowledge Bases},
booktitle = {6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017,
Long Beach, California, USA, December 8, 2017},
publisher = {OpenReview.net},
year = {2017},
timestamp = {Wed, 06 May 2020 13:43:11 +0200},
biburl = {https://dblp.org/rec/conf/akbc/KobrenMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KobrenMKM17,
author = {Ari Kobren and
Nicholas Monath and
Akshay Krishnamurthy and
Andrew McCallum},
title = {A Hierarchical Algorithm for Extreme Clustering},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {255--264},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098079},
doi = {10.1145/3097983.3098079},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KobrenMKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KobrenMKM17,
author = {Ari Kobren and
Nicholas Monath and
Akshay Krishnamurthy and
Andrew McCallum},
title = {An Online Hierarchical Algorithm for Extreme Clustering},
journal = {CoRR},
volume = {abs/1704.01858},
year = {2017},
url = {http://arxiv.org/abs/1704.01858},
eprinttype = {arXiv},
eprint = {1704.01858},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KobrenMKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KobrenTIG15,
author = {Ari Kobren and
Chun How Tan and
Panagiotis G. Ipeirotis and
Evgeniy Gabrilovich},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Getting More for Less: Optimized Crowdsourcing with Dynamic Tasks
and Goals},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {592--602},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741681},
doi = {10.1145/2736277.2741681},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/KobrenTIG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WickSKM13,
author = {Michael L. Wick and
Sameer Singh and
Ari Kobren and
Andrew McCallum},
editor = {Fabian M. Suchanek and
Sebastian Riedel and
Sameer Singh and
Partha Pratim Talukdar},
title = {Assessing confidence of knowledge base content with an experimental
study in entity resolution},
booktitle = {Proceedings of the 2013 workshop on Automated knowledge base construction,
AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013},
pages = {13--18},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2509558.2509561},
doi = {10.1145/2509558.2509561},
timestamp = {Tue, 06 Nov 2018 16:57:47 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WickSKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/SinghYBKAWPPCMM13,
author = {Sameer Singh and
Limin Yao and
David Belanger and
Ari Kobren and
Sam Anzaroot and
Mike Wick and
Alexandre Passos and
Harshal Pandya and
Jinho D. Choi and
Brian Martin and
Andrew McCallum},
title = {Universal Schema for Slot Filling and Cold Start: UMass {IESL} at
{TACKBP} 2013},
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/UMass\_IESL.TAC2013.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:17 +0200},
biburl = {https://dblp.org/rec/conf/tac/SinghYBKAWPPCMM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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