BibTeX records: Sameer Singh 0001

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@inproceedings{DBLP:conf/aaai/000120,
  author    = {Sameer Singh},
  title     = {Minecraft as a Platform for Project-Based Learning in {AI}},
  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     = {13504--13505},
  publisher = {{AAAI} Press},
  year      = {2020},
  url       = {https://aaai.org/ojs/index.php/AAAI/article/view/7070},
  timestamp = {Tue, 02 Jun 2020 19:40:28 +0200},
  biburl    = {https://dblp.org/rec/conf/aaai/000120.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GottumukkalaDSG20,
  author    = {Ananth Gottumukkala and
               Dheeru Dua and
               Sameer Singh and
               Matt Gardner},
  editor    = {Dan Jurafsky and
               Joyce Chai and
               Natalie Schluter and
               Joel R. Tetreault},
  title     = {Dynamic Sampling Strategies for Multi-Task Reading Comprehension},
  booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
               Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages     = {920--924},
  publisher = {Association for Computational Linguistics},
  year      = {2020},
  url       = {https://www.aclweb.org/anthology/2020.acl-main.86/},
  timestamp = {Wed, 24 Jun 2020 17:15:06 +0200},
  biburl    = {https://dblp.org/rec/conf/acl/GottumukkalaDSG20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LoganGS20,
  author    = {Robert L. Logan IV and
               Matt Gardner and
               Sameer Singh},
  editor    = {Dan Jurafsky and
               Joyce Chai and
               Natalie Schluter and
               Joel R. Tetreault},
  title     = {On Importance Sampling-Based Evaluation of Latent Language Models},
  booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
               Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages     = {2171--2176},
  publisher = {Association for Computational Linguistics},
  year      = {2020},
  url       = {https://www.aclweb.org/anthology/2020.acl-main.196/},
  timestamp = {Wed, 24 Jun 2020 17:15:06 +0200},
  biburl    = {https://dblp.org/rec/conf/acl/LoganGS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RibeiroWGS20,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Tongshuang Wu and
               Carlos Guestrin and
               Sameer Singh},
  editor    = {Dan Jurafsky and
               Joyce Chai and
               Natalie Schluter and
               Joel R. Tetreault},
  title     = {Beyond Accuracy: Behavioral Testing of {NLP} Models with CheckList},
  booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
               Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages     = {4902--4912},
  publisher = {Association for Computational Linguistics},
  year      = {2020},
  url       = {https://www.aclweb.org/anthology/2020.acl-main.442/},
  timestamp = {Wed, 24 Jun 2020 17:15:06 +0200},
  biburl    = {https://dblp.org/rec/conf/acl/RibeiroWGS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SubramanianBGWS20,
  author    = {Sanjay Subramanian and
               Ben Bogin and
               Nitish Gupta and
               Tomer Wolfson and
               Sameer Singh and
               Jonathan Berant and
               Matt Gardner},
  editor    = {Dan Jurafsky and
               Joyce Chai and
               Natalie Schluter and
               Joel R. Tetreault},
  title     = {Obtaining Faithful Interpretations from Compositional Neural Networks},
  booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
               Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages     = {5594--5608},
  publisher = {Association for Computational Linguistics},
  year      = {2020},
  url       = {https://www.aclweb.org/anthology/2020.acl-main.495/},
  timestamp = {Wed, 24 Jun 2020 17:15:06 +0200},
  biburl    = {https://dblp.org/rec/conf/acl/SubramanianBGWS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DuaSG20,
  author    = {Dheeru Dua and
               Sameer Singh and
               Matt Gardner},
  editor    = {Dan Jurafsky and
               Joyce Chai and
               Natalie Schluter and
               Joel R. Tetreault},
  title     = {Benefits of Intermediate Annotations in Reading Comprehension},
  booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
               Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages     = {5627--5634},
  publisher = {Association for Computational Linguistics},
  year      = {2020},
  url       = {https://www.aclweb.org/anthology/2020.acl-main.497/},
  timestamp = {Wed, 24 Jun 2020 17:15:06 +0200},
  biburl    = {https://dblp.org/rec/conf/acl/DuaSG20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/SlackHJSL20,
  author    = {Dylan Slack and
               Sophie Hilgard and
               Emily Jia and
               Sameer Singh and
               Himabindu Lakkaraju},
  editor    = {Annette N. Markham and
               Julia Powles and
               Toby Walsh and
               Anne L. Washington},
  title     = {Fooling {LIME} and {SHAP:} Adversarial Attacks on Post hoc Explanation
               Methods},
  booktitle = {{AIES} '20: {AAAI/ACM} Conference on AI, Ethics, and Society, New
               York, NY, USA, February 7-8, 2020},
  pages     = {180--186},
  publisher = {{ACM}},
  year      = {2020},
  url       = {https://doi.org/10.1145/3375627.3375830},
  doi       = {10.1145/3375627.3375830},
  timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/aies/SlackHJSL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GuptaLR0020,
  author    = {Nitish Gupta and
               Kevin Lin and
               Dan Roth and
               Sameer Singh and
               Matt Gardner},
  title     = {Neural Module Networks for Reasoning over Text},
  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=SygWvAVFPr},
  timestamp = {Thu, 07 May 2020 17:11:47 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GuptaLR0020.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PuriVGKDK020,
  author    = {Nikaash Puri and
               Sukriti Verma and
               Piyush Gupta and
               Dhruv Kayastha and
               Shripad Deshmukh and
               Balaji Krishnamurthy and
               Sameer Singh},
  title     = {Explain Your Move: Understanding Agent Actions Using Specific and
               Relevant Feature Attribution},
  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=SJgzLkBKPB},
  timestamp = {Thu, 07 May 2020 17:11:47 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PuriVGKDK020.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04724,
  author    = {Zhengli Zhao and
               Sameer Singh and
               Honglak Lee and
               Zizhao Zhang and
               Augustus Odena and
               Han Zhang},
  title     = {Improved Consistency Regularization for GANs},
  journal   = {CoRR},
  volume    = {abs/2002.04724},
  year      = {2020},
  url       = {https://arxiv.org/abs/2002.04724},
  archivePrefix = {arXiv},
  eprint    = {2002.04724},
  timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2002-04724.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02709,
  author    = {Matt Gardner and
               Yoav Artzi and
               Victoria Basmova and
               Jonathan Berant and
               Ben Bogin and
               Sihao Chen and
               Pradeep Dasigi and
               Dheeru Dua and
               Yanai Elazar and
               Ananth Gottumukkala and
               Nitish Gupta and
               Hanna Hajishirzi and
               Gabriel Ilharco and
               Daniel Khashabi and
               Kevin Lin and
               Jiangming Liu and
               Nelson F. Liu and
               Phoebe Mulcaire and
               Qiang Ning and
               Sameer Singh and
               Noah A. Smith and
               Sanjay Subramanian and
               Reut Tsarfaty and
               Eric Wallace and
               Ally Zhang and
               Ben Zhou},
  title     = {Evaluating {NLP} Models via Contrast Sets},
  journal   = {CoRR},
  volume    = {abs/2004.02709},
  year      = {2020},
  url       = {https://arxiv.org/abs/2004.02709},
  archivePrefix = {arXiv},
  eprint    = {2004.02709},
  timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2004-02709.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00724,
  author    = {Sanjay Subramanian and
               Ben Bogin and
               Nitish Gupta and
               Tomer Wolfson and
               Sameer Singh and
               Jonathan Berant and
               Matt Gardner},
  title     = {Obtaining Faithful Interpretations from Compositional Neural Networks},
  journal   = {CoRR},
  volume    = {abs/2005.00724},
  year      = {2020},
  url       = {https://arxiv.org/abs/2005.00724},
  archivePrefix = {arXiv},
  eprint    = {2005.00724},
  timestamp = {Fri, 08 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2005-00724.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04118,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Tongshuang Wu and
               Carlos Guestrin and
               Sameer Singh},
  title     = {Beyond Accuracy: Behavioral Testing of {NLP} models with CheckList},
  journal   = {CoRR},
  volume    = {abs/2005.04118},
  year      = {2020},
  url       = {https://arxiv.org/abs/2005.04118},
  archivePrefix = {arXiv},
  eprint    = {2005.04118},
  timestamp = {Thu, 14 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2005-04118.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02595,
  author    = {Zhengli Zhao and
               Zizhao Zhang and
               Ting Chen and
               Sameer Singh and
               Han Zhang},
  title     = {Image Augmentations for {GAN} Training},
  journal   = {CoRR},
  volume    = {abs/2006.02595},
  year      = {2020},
  url       = {https://arxiv.org/abs/2006.02595},
  archivePrefix = {arXiv},
  eprint    = {2006.02595},
  timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2006-02595.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05030,
  author    = {Dylan Slack and
               Sophie Hilgard and
               Sameer Singh and
               Himabindu Lakkaraju},
  title     = {How Much Should {I} Trust You? Modeling Uncertainty of Black Box Explanations},
  journal   = {CoRR},
  volume    = {abs/2008.05030},
  year      = {2020},
  url       = {https://arxiv.org/abs/2008.05030},
  archivePrefix = {arXiv},
  eprint    = {2008.05030},
  timestamp = {Sun, 16 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2008-05030.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/ParkKKLMSTTEATI19,
  author    = {Jihyun Park and
               Dimitrios Kotzias and
               Patty Kuo and
               Robert L. Logan IV and
               Kritzia Merced and
               Sameer Singh and
               Michael Tanana and
               Efi Karra Taniskidou and
               Jennifer Elston{-}Lafata and
               David C. Atkins and
               Ming Tai{-}Seale and
               Zac E. Imel and
               Padhraic Smyth},
  title     = {Detecting conversation topics in primary care office visits from transcripts
               of patient-provider interactions},
  journal   = {J. Am. Medical Informatics Assoc.},
  volume    = {26},
  number    = {12},
  pages     = {1493--1504},
  year      = {2019},
  url       = {https://doi.org/10.1093/jamia/ocz140},
  doi       = {10.1093/jamia/ocz140},
  timestamp = {Sat, 30 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jamia/ParkKKLMSTTEATI19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MinWSGHZ19,
  author    = {Sewon Min and
               Eric Wallace and
               Sameer Singh and
               Matt Gardner and
               Hannaneh Hajishirzi and
               Luke Zettlemoyer},
  editor    = {Anna Korhonen and
               David R. Traum and
               Llu{\'{\i}}s M{\`{a}}rquez},
  title     = {Compositional Questions Do Not Necessitate Multi-hop Reasoning},
  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     = {4249--4257},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/p19-1416},
  doi       = {10.18653/v1/p19-1416},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/acl/MinWSGHZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LoganLPGS19,
  author    = {Robert L. Logan IV and
               Nelson F. Liu and
               Matthew E. Peters and
               Matt Gardner and
               Sameer Singh},
  editor    = {Anna Korhonen and
               David R. Traum and
               Llu{\'{\i}}s M{\`{a}}rquez},
  title     = {Barack's Wife Hillary: Using Knowledge Graphs for Fact-Aware Language
               Modeling},
  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     = {5962--5971},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/p19-1598},
  doi       = {10.18653/v1/p19-1598},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/acl/LoganLPGS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RibeiroGS19,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Carlos Guestrin and
               Sameer Singh},
  editor    = {Anna Korhonen and
               David R. Traum and
               Llu{\'{\i}}s M{\`{a}}rquez},
  title     = {Are Red Roses Red? Evaluating Consistency of Question-Answering Models},
  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     = {6174--6184},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/p19-1621},
  doi       = {10.18653/v1/p19-1621},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/acl/RibeiroGS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-mrqa/ChenSSG19,
  author    = {Anthony Chen and
               Gabriel Stanovsky and
               Sameer Singh and
               Matt Gardner},
  editor    = {Adam Fisch and
               Alon Talmor and
               Robin Jia and
               Minjoon Seo and
               Eunsol Choi and
               Danqi Chen},
  title     = {Evaluating Question Answering Evaluation},
  booktitle = {Proceedings of the 2nd Workshop on Machine Reading for Question Answering,
               MRQA@EMNLP 2019, Hong Kong, China, November 4, 2019},
  pages     = {119--124},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/D19-5817},
  doi       = {10.18653/v1/D19-5817},
  timestamp = {Fri, 14 Aug 2020 11:51:20 +0200},
  biburl    = {https://dblp.org/rec/conf/acl-mrqa/ChenSSG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-mrqa/DuaGTSG19,
  author    = {Dheeru Dua and
               Ananth Gottumukkala and
               Alon Talmor and
               Sameer Singh and
               Matt Gardner},
  editor    = {Adam Fisch and
               Alon Talmor and
               Robin Jia and
               Minjoon Seo and
               Eunsol Choi and
               Danqi Chen},
  title     = {Comprehensive Multi-Dataset Evaluation of Reading Comprehension},
  booktitle = {Proceedings of the 2nd Workshop on Machine Reading for Question Answering,
               MRQA@EMNLP 2019, Hong Kong, China, November 4, 2019},
  pages     = {147--153},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/D19-5820},
  doi       = {10.18653/v1/D19-5820},
  timestamp = {Fri, 14 Aug 2020 11:51:20 +0200},
  biburl    = {https://dblp.org/rec/conf/acl-mrqa/DuaGTSG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/PezeshkpourTS19,
  author    = {Pouya Pezeshkpour and
               Yifan Tian and
               Sameer Singh},
  title     = {Investigating Robustness and Interpretability of Link Prediction via
               Adversarial Modifications},
  booktitle = {1st Conference on Automated Knowledge Base Construction, {AKBC} 2019,
               Amherst, MA, USA, May 20-22, 2019},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hkg7rbcp67},
  timestamp = {Fri, 15 May 2020 10:56:36 +0200},
  biburl    = {https://dblp.org/rec/conf/akbc/PezeshkpourTS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WallaceTWSGS19,
  author    = {Eric Wallace and
               Jens Tuyls and
               Junlin Wang and
               Sanjay Subramanian and
               Matt Gardner and
               Sameer Singh},
  editor    = {Sebastian Pad{\'{o}} and
               Ruihong Huang},
  title     = {AllenNLP Interpret: {A} Framework for Explaining Predictions of {NLP}
               Models},
  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 - System Demonstrations},
  pages     = {7--12},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/D19-3002},
  doi       = {10.18653/v1/D19-3002},
  timestamp = {Fri, 13 Dec 2019 13:04:07 +0100},
  biburl    = {https://dblp.org/rec/conf/emnlp/WallaceTWSGS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PetersNLSJSS19,
  author    = {Matthew E. Peters and
               Mark Neumann and
               Robert L. Logan IV and
               Roy Schwartz and
               Vidur Joshi and
               Sameer Singh and
               Noah A. Smith},
  editor    = {Kentaro Inui and
               Jing Jiang and
               Vincent Ng and
               Xiaojun Wan},
  title     = {Knowledge Enhanced Contextual Word Representations},
  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     = {43--54},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/D19-1005},
  doi       = {10.18653/v1/D19-1005},
  timestamp = {Thu, 12 Dec 2019 13:23:43 +0100},
  biburl    = {https://dblp.org/rec/conf/emnlp/PetersNLSJSS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WallaceFKGS19,
  author    = {Eric Wallace and
               Shi Feng and
               Nikhil Kandpal and
               Matt Gardner and
               Sameer Singh},
  editor    = {Kentaro Inui and
               Jing Jiang and
               Vincent Ng and
               Xiaojun Wan},
  title     = {Universal Adversarial Triggers for Attacking and Analyzing {NLP}},
  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     = {2153--2162},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/D19-1221},
  doi       = {10.18653/v1/D19-1221},
  timestamp = {Thu, 12 Dec 2019 13:23:43 +0100},
  biburl    = {https://dblp.org/rec/conf/emnlp/WallaceFKGS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WallaceWLSG19,
  author    = {Eric Wallace and
               Yizhong Wang and
               Sujian Li and
               Sameer Singh and
               Matt Gardner},
  editor    = {Kentaro Inui and
               Jing Jiang and
               Vincent Ng and
               Xiaojun Wan},
  title     = {Do {NLP} Models Know Numbers? Probing Numeracy in Embeddings},
  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     = {5306--5314},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/D19-1534},
  doi       = {10.18653/v1/D19-1534},
  timestamp = {Thu, 12 Dec 2019 13:23:43 +0100},
  biburl    = {https://dblp.org/rec/conf/emnlp/WallaceWLSG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobicom/MatsubaraBCL019,
  author    = {Yoshitomo Matsubara and
               Sabur Baidya and
               Davide Callegaro and
               Marco Levorato and
               Sameer Singh},
  editor    = {Ganesh Ananthanarayanan and
               Yunxin Liu and
               Yuanchao Shu},
  title     = {Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems},
  booktitle = {Proceedings of the 2019 Workshop on Hot Topics in Video Analytics
               and Intelligent Edges, HotEdgeVideo@MobiCom 2019, Los Cabos, Mexico,
               October 21-25, 2019},
  pages     = {21--26},
  publisher = {{ACM}},
  year      = {2019},
  url       = {https://doi.org/10.1145/3349614.3356022},
  doi       = {10.1145/3349614.3356022},
  timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/mobicom/MatsubaraBCL019.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WangSL19,
  author    = {William Yang Wang and
               Sameer Singh and
               Jiwei Li},
  editor    = {Anoop Sarkar and
               Michael Strube},
  title     = {Deep Adversarial Learning for {NLP}},
  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, 2019, Tutorial Abstracts},
  pages     = {1--5},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/n19-5001},
  doi       = {10.18653/v1/n19-5001},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/naacl/WangSL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/KangLCCDGSB19,
  author    = {Jun Seok Kang and
               Robert L. Logan IV and
               Zewei Chu and
               Yang Chen and
               Dheeru Dua and
               Kevin Gimpel and
               Sameer Singh and
               Niranjan Balasubramanian},
  editor    = {Jill Burstein and
               Christy Doran and
               Thamar Solorio},
  title     = {PoMo: Generating Entity-Specific Post-Modifiers in Context},
  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     = {826--838},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/n19-1089},
  doi       = {10.18653/v1/n19-1089},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/naacl/KangLCCDGSB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/DuaWDSS019,
  author    = {Dheeru Dua and
               Yizhong Wang and
               Pradeep Dasigi and
               Gabriel Stanovsky and
               Sameer Singh and
               Matt Gardner},
  editor    = {Jill Burstein and
               Christy Doran and
               Thamar Solorio},
  title     = {{DROP:} {A} Reading Comprehension Benchmark Requiring Discrete Reasoning
               Over Paragraphs},
  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     = {2368--2378},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/n19-1246},
  doi       = {10.18653/v1/n19-1246},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/naacl/DuaWDSS019.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/AnanyaPS19,
  author    = {Ananya and
               Nitya Parthasarthi and
               Sameer Singh},
  editor    = {Jill Burstein and
               Christy Doran and
               Thamar Solorio},
  title     = {GenderQuant: Quantifying Mention-Level Genderedness},
  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     = {2959--2969},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/n19-1303},
  doi       = {10.18653/v1/n19-1303},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/naacl/AnanyaPS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PezeshkpourT019,
  author    = {Pouya Pezeshkpour and
               Yifan Tian and
               Sameer Singh},
  editor    = {Jill Burstein and
               Christy Doran and
               Thamar Solorio},
  title     = {Investigating Robustness and Interpretability of Link Prediction via
               Adversarial Modifications},
  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     = {3336--3347},
  publisher = {Association for Computational Linguistics},
  year      = {2019},
  url       = {https://doi.org/10.18653/v1/n19-1337},
  doi       = {10.18653/v1/n19-1337},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/naacl/PezeshkpourT019.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SubramanianSG19,
  author    = {Sanjay Subramanian and
               Sameer Singh and
               Matt Gardner},
  title     = {Analyzing Compositionality in Visual Question Answering},
  booktitle = {Visually Grounded Interaction and Language (ViGIL), NeurIPS 2019 Workshop,
               Vancouver, Canada, December 13, 2019},
  year      = {2019},
  url       = {https://vigilworkshop.github.io/static/papers/43.pdf},
  timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/SubramanianSG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00161,
  author    = {Dheeru Dua and
               Yizhong Wang and
               Pradeep Dasigi and
               Gabriel Stanovsky and
               Sameer Singh and
               Matt Gardner},
  title     = {{DROP:} {A} Reading Comprehension Benchmark Requiring Discrete Reasoning
               Over Paragraphs},
  journal   = {CoRR},
  volume    = {abs/1903.00161},
  year      = {2019},
  url       = {http://arxiv.org/abs/1903.00161},
  archivePrefix = {arXiv},
  eprint    = {1903.00161},
  timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1903-00161.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03111,
  author    = {Jun Seok Kang and
               Robert L. Logan IV and
               Zewei Chu and
               Yang Chen and
               Dheeru Dua and
               Kevin Gimpel and
               Sameer Singh and
               Niranjan Balasubramanian},
  title     = {PoMo: Generating Entity-Specific Post-Modifiers in Context},
  journal   = {CoRR},
  volume    = {abs/1904.03111},
  year      = {2019},
  url       = {http://arxiv.org/abs/1904.03111},
  archivePrefix = {arXiv},
  eprint    = {1904.03111},
  timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1904-03111.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00563,
  author    = {Pouya Pezeshkpour and
               Yifan Tian and
               Sameer Singh},
  title     = {Investigating Robustness and Interpretability of Link Prediction via
               Adversarial Modifications},
  journal   = {CoRR},
  volume    = {abs/1905.00563},
  year      = {2019},
  url       = {http://arxiv.org/abs/1905.00563},
  archivePrefix = {arXiv},
  eprint    = {1905.00563},
  timestamp = {Mon, 27 May 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1905-00563.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02900,
  author    = {Sewon Min and
               Eric Wallace and
               Sameer Singh and
               Matt Gardner and
               Hannaneh Hajishirzi and
               Luke Zettlemoyer},
  title     = {Compositional Questions Do Not Necessitate Multi-hop Reasoning},
  journal   = {CoRR},
  volume    = {abs/1906.02900},
  year      = {2019},
  url       = {http://arxiv.org/abs/1906.02900},
  archivePrefix = {arXiv},
  eprint    = {1906.02900},
  timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1906-02900.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07241,
  author    = {Robert L. Logan IV and
               Nelson F. Liu and
               Matthew E. Peters and
               Matt Gardner and
               Sameer Singh},
  title     = {Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language
               Modeling},
  journal   = {CoRR},
  volume    = {abs/1906.07241},
  year      = {2019},
  url       = {http://arxiv.org/abs/1906.07241},
  archivePrefix = {arXiv},
  eprint    = {1906.07241},
  timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1906-07241.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07125,
  author    = {Eric Wallace and
               Shi Feng and
               Nikhil Kandpal and
               Matt Gardner and
               Sameer Singh},
  title     = {Universal Adversarial Triggers for {NLP}},
  journal   = {CoRR},
  volume    = {abs/1908.07125},
  year      = {2019},
  url       = {http://arxiv.org/abs/1908.07125},
  archivePrefix = {arXiv},
  eprint    = {1908.07125},
  timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1908-07125.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04164,
  author    = {Matthew E. Peters and
               Mark Neumann and
               Robert L. Logan IV and
               Roy Schwartz and
               Vidur Joshi and
               Sameer Singh and
               Noah A. Smith},
  title     = {Knowledge Enhanced Contextual Word Representations},
  journal   = {CoRR},
  volume    = {abs/1909.04164},
  year      = {2019},
  url       = {http://arxiv.org/abs/1909.04164},
  archivePrefix = {arXiv},
  eprint    = {1909.04164},
  timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1909-04164.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07940,
  author    = {Eric Wallace and
               Yizhong Wang and
               Sujian Li and
               Sameer Singh and
               Matt Gardner},
  title     = {Do {NLP} Models Know Numbers? Probing Numeracy in Embeddings},
  journal   = {CoRR},
  volume    = {abs/1909.07940},
  year      = {2019},
  url       = {http://arxiv.org/abs/1909.07940},
  archivePrefix = {arXiv},
  eprint    = {1909.07940},
  timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1909-07940.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09251,
  author    = {Eric Wallace and
               Jens Tuyls and
               Junlin Wang and
               Sanjay Subramanian and
               Matt Gardner and
               Sameer Singh},
  title     = {AllenNLP Interpret: {A} Framework for Explaining Predictions of {NLP}
               Models},
  journal   = {CoRR},
  volume    = {abs/1909.09251},
  year      = {2019},
  url       = {http://arxiv.org/abs/1909.09251},
  archivePrefix = {arXiv},
  eprint    = {1909.09251},
  timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1909-09251.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01177,
  author    = {Zhengli Zhao and
               Nicolas Papernot and
               Sameer Singh and
               Neoklis Polyzotis and
               Augustus Odena},
  title     = {Improving Differentially Private Models with Active Learning},
  journal   = {CoRR},
  volume    = {abs/1910.01177},
  year      = {2019},
  url       = {http://arxiv.org/abs/1910.01177},
  archivePrefix = {arXiv},
  eprint    = {1910.01177},
  timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1910-01177.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01545,
  author    = {Forough Arabshahi and
               Zhichu Lu and
               Sameer Singh and
               Animashree Anandkumar},
  title     = {Memory Augmented Recursive Neural Networks},
  journal   = {CoRR},
  volume    = {abs/1911.01545},
  year      = {2019},
  url       = {http://arxiv.org/abs/1911.01545},
  archivePrefix = {arXiv},
  eprint    = {1911.01545},
  timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1911-01545.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02508,
  author    = {Dylan Slack and
               Sophie Hilgard and
               Emily Jia and
               Sameer Singh and
               Himabindu Lakkaraju},
  title     = {How can we fool {LIME} and SHAP? Adversarial Attacks on Post hoc Explanation
               Methods},
  journal   = {CoRR},
  volume    = {abs/1911.02508},
  year      = {2019},
  url       = {http://arxiv.org/abs/1911.02508},
  archivePrefix = {arXiv},
  eprint    = {1911.02508},
  timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1911-02508.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04971,
  author    = {Nitish Gupta and
               Kevin Lin and
               Dan Roth and
               Sameer Singh and
               Matt Gardner},
  title     = {Neural Module Networks for Reasoning over Text},
  journal   = {CoRR},
  volume    = {abs/1912.04971},
  year      = {2019},
  url       = {http://arxiv.org/abs/1912.04971},
  archivePrefix = {arXiv},
  eprint    = {1912.04971},
  timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1912-04971.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12191,
  author    = {Piyush Gupta and
               Nikaash Puri and
               Sukriti Verma and
               Dhruv Kayastha and
               Shripad Deshmukh and
               Balaji Krishnamurthy and
               Sameer Singh},
  title     = {Explain Your Move: Understanding Agent Actions Using Focused Feature
               Saliency},
  journal   = {CoRR},
  volume    = {abs/1912.12191},
  year      = {2019},
  url       = {http://arxiv.org/abs/1912.12191},
  archivePrefix = {arXiv},
  eprint    = {1912.12191},
  timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1912-12191.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12598,
  author    = {Dheeru Dua and
               Ananth Gottumukkala and
               Alon Talmor and
               Sameer Singh and
               Matt Gardner},
  title     = {{ORB:} An Open Reading Benchmark for Comprehensive Evaluation of Machine
               Reading Comprehension},
  journal   = {CoRR},
  volume    = {abs/1912.12598},
  year      = {2019},
  url       = {http://arxiv.org/abs/1912.12598},
  archivePrefix = {arXiv},
  eprint    = {1912.12598},
  timestamp = {Sat, 04 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1912-12598.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/BaiGSKAMK18,
  author    = {Yanbing Bai and
               Chang Gao and
               Sameer Singh and
               Magaly Koch and
               Bruno Adriano and
               Erick Mas and
               Shunichi Koshimura},
  title     = {A Framework of Rapid Regional Tsunami Damage Recognition From Post-event
               TerraSAR-X Imagery Using Deep Neural Networks},
  journal   = {{IEEE} Geosci. Remote. Sens. Lett.},
  volume    = {15},
  number    = {1},
  pages     = {43--47},
  year      = {2018},
  url       = {https://doi.org/10.1109/LGRS.2017.2772349},
  doi       = {10.1109/LGRS.2017.2772349},
  timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/lgrs/BaiGSKAMK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Ribeiro0G18,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Sameer Singh and
               Carlos Guestrin},
  editor    = {Sheila A. McIlraith and
               Kilian Q. Weinberger},
  title     = {Anchors: High-Precision Model-Agnostic Explanations},
  booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
               (AAAI-18), the 30th innovative Applications of Artificial Intelligence
               (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
               Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
               2-7, 2018},
  pages     = {1527--1535},
  publisher = {{AAAI} Press},
  year      = {2018},
  url       = {https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16982},
  timestamp = {Tue, 23 Oct 2018 06:42:15 +0200},
  biburl    = {https://dblp.org/rec/conf/aaai/Ribeiro0G18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SinghGR18,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Sameer Singh and
               Carlos Guestrin},
  editor    = {Iryna Gurevych and
               Yusuke Miyao},
  title     = {Semantically Equivalent Adversarial Rules for Debugging {NLP} models},
  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     = {856--865},
  publisher = {Association for Computational Linguistics},
  year      = {2018},
  url       = {https://www.aclweb.org/anthology/P18-1079/},
  doi       = {10.18653/v1/P18-1079},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/acl/SinghGR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SaeidiBL0RSB018,
  author    = {Marzieh Saeidi and
               Max Bartolo and
               Patrick S. H. Lewis and
               Sameer Singh and
               Tim Rockt{\"{a}}schel and
               Mike Sheldon and
               Guillaume Bouchard and
               Sebastian Riedel},
  editor    = {Ellen Riloff and
               David Chiang and
               Julia Hockenmaier and
               Jun'ichi Tsujii},
  title     = {Interpretation of Natural Language Rules in Conversational Machine
               Reading},
  booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
               Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages     = {2087--2097},
  publisher = {Association for Computational Linguistics},
  year      = {2018},
  url       = {https://doi.org/10.18653/v1/d18-1233},
  doi       = {10.18653/v1/d18-1233},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/emnlp/SaeidiBL0RSB018.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PezeshkpourC018,
  author    = {Pouya Pezeshkpour and
               Liyan Chen and
               Sameer Singh},
  editor    = {Ellen Riloff and
               David Chiang and
               Julia Hockenmaier and
               Jun'ichi Tsujii},
  title     = {Embedding Multimodal Relational Data for Knowledge Base Completion},
  booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
               Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages     = {3208--3218},
  publisher = {Association for Computational Linguistics},
  year      = {2018},
  url       = {https://doi.org/10.18653/v1/d18-1359},
  doi       = {10.18653/v1/d18-1359},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/emnlp/PezeshkpourC018.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ArabshahiSA18,
  author    = {Forough Arabshahi and
               Sameer Singh and
               Animashree Anandkumar},
  title     = {Combining Symbolic Expressions and Black-box Function Evaluations
               in Neural Programs},
  booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
               Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
  publisher = {OpenReview.net},
  year      = {2018},
  url       = {https://openreview.net/forum?id=Hksj2WWAW},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ArabshahiSA18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhaoDS18,
  author    = {Zhengli Zhao and
               Dheeru Dua and
               Sameer Singh},
  title     = {Generating Natural Adversarial Examples},
  booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
               Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
  publisher = {OpenReview.net},
  year      = {2018},
  url       = {https://openreview.net/forum?id=H1BLjgZCb},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhaoDS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Pujara018,
  author    = {Jay Pujara and
               Sameer Singh},
  editor    = {Yi Chang and
               Chengxiang Zhai and
               Yan Liu and
               Yoelle Maarek},
  title     = {Mining Knowledge Graphs From Text},
  booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
               Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
               5-9, 2018},
  pages     = {789--790},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3159652.3162011},
  doi       = {10.1145/3159652.3162011},
  timestamp = {Thu, 13 Aug 2020 18:13:38 +0200},
  biburl    = {https://dblp.org/rec/conf/wsdm/Pujara018.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04342,
  author    = {Forough Arabshahi and
               Sameer Singh and
               Animashree Anandkumar},
  title     = {Combining Symbolic and Function Evaluation Expressions In Neural Programs},
  journal   = {CoRR},
  volume    = {abs/1801.04342},
  year      = {2018},
  url       = {http://arxiv.org/abs/1801.04342},
  archivePrefix = {arXiv},
  eprint    = {1801.04342},
  timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1801-04342.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-00184,
  author    = {Pouya Pezeshkpour and
               Carlos Guestrin and
               Sameer Singh},
  title     = {Compact Factorization of Matrices Using Generalized Round-Rank},
  journal   = {CoRR},
  volume    = {abs/1805.00184},
  year      = {2018},
  url       = {http://arxiv.org/abs/1805.00184},
  archivePrefix = {arXiv},
  eprint    = {1805.00184},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1805-00184.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01341,
  author    = {Pouya Pezeshkpour and
               Liyan Chen and
               Sameer Singh},
  title     = {Embedding Multimodal Relational Data for Knowledge Base Completion},
  journal   = {CoRR},
  volume    = {abs/1809.01341},
  year      = {2018},
  url       = {http://arxiv.org/abs/1809.01341},
  archivePrefix = {arXiv},
  eprint    = {1809.01341},
  timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1809-01341.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01494,
  author    = {Marzieh Saeidi and
               Max Bartolo and
               Patrick S. H. Lewis and
               Sameer Singh and
               Tim Rockt{\"{a}}schel and
               Mike Sheldon and
               Guillaume Bouchard and
               Sebastian Riedel},
  title     = {Interpretation of Natural Language Rules in Conversational Machine
               Reading},
  journal   = {CoRR},
  volume    = {abs/1809.01494},
  year      = {2018},
  url       = {http://arxiv.org/abs/1809.01494},
  archivePrefix = {arXiv},
  eprint    = {1809.01494},
  timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1809-01494.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/BuragoCL017,
  author    = {Igor Burago and
               Davide Callegaro and
               Marco Levorato and
               Sameer Singh},
  editor    = {Michael B. Matthews},
  title     = {Intelligent data filtering in constrained IoT systems},
  booktitle = {51st Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
               2017, Pacific Grove, CA, USA, October 29 - November 1, 2017},
  pages     = {928--935},
  publisher = {{IEEE}},
  year      = {2017},
  url       = {https://doi.org/10.1109/ACSSC.2017.8335485},
  doi       = {10.1109/ACSSC.2017.8335485},
  timestamp = {Fri, 20 Apr 2018 22:49:39 +0200},
  biburl    = {https://dblp.org/rec/conf/acssc/BuragoCL017.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/LoganHS17,
  author    = {Robert L. Logan IV and
               Samuel Humeau and
               Sameer Singh},
  title     = {Multimodal Attribute Extraction},
  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/LoganHS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/PezeshkpourCS17,
  author    = {Pouya Pezeshkpour and
               Liyan Chen and
               Sameer Singh},
  title     = {Embedding Multimodal Relational Data},
  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/PezeshkpourCS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/AgostinelliHSB17,
  author    = {Forest Agostinelli and
               Guillaume Hocquet and
               Sameer Singh and
               Pierre Baldi},
  editor    = {Lev I. Rozonoer and
               Boris G. Mirkin and
               Ilya Muchnik},
  title     = {From Reinforcement Learning to Deep Reinforcement Learning: An Overview},
  booktitle = {Braverman Readings in Machine Learning. Key Ideas from Inception to
               Current State - International Conference Commemorating the 40th Anniversary
               of Emmanuil Braverman's Decease, Boston, MA, USA, April 28-30, 2017,
               Invited Talks},
  series    = {Lecture Notes in Computer Science},
  volume    = {11100},
  pages     = {298--328},
  publisher = {Springer},
  year      = {2017},
  url       = {https://doi.org/10.1007/978-3-319-99492-5\_13},
  doi       = {10.1007/978-3-319-99492-5\_13},
  timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/birthday/AgostinelliHSB17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GuptaSR17,
  author    = {Nitish Gupta and
               Sameer Singh and
               Dan Roth},
  editor    = {Martha Palmer and
               Rebecca Hwa and
               Sebastian Riedel},
  title     = {Entity Linking via Joint Encoding of Types, Descriptions, and Context},
  booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
               Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
               9-11, 2017},
  pages     = {2681--2690},
  publisher = {Association for Computational Linguistics},
  year      = {2017},
  url       = {https://doi.org/10.18653/v1/d17-1284},
  doi       = {10.18653/v1/d17-1284},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/emnlp/GuptaSR17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/BuragoL017,
  author    = {Igor Burago and
               Marco Levorato and
               Sameer Singh},
  title     = {Semantic compression for edge-assisted systems},
  booktitle = {2017 Information Theory and Applications Workshop, {ITA} 2017, San
               Diego, CA, USA, February 12-17, 2017},
  pages     = {1--7},
  publisher = {{IEEE}},
  year      = {2017},
  url       = {https://doi.org/10.1109/ITA.2017.8023457},
  doi       = {10.1109/ITA.2017.8023457},
  timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl    = {https://dblp.org/rec/conf/ita/BuragoL017.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BuragoLS17,
  author    = {Igor Burago and
               Marco Levorato and
               Sameer Singh},
  title     = {Semantic Compression for Edge-Assisted Systems},
  journal   = {CoRR},
  volume    = {abs/1702.05863},
  year      = {2017},
  url       = {http://arxiv.org/abs/1702.05863},
  archivePrefix = {arXiv},
  eprint    = {1702.05863},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/BuragoLS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KordjamshidiSKC17,
  author    = {Parisa Kordjamshidi and
               Sameer Singh and
               Daniel Khashabi and
               Christos Christodoulopoulos and
               Mark Sammons and
               Saurabh Sinha and
               Dan Roth},
  title     = {Relational Learning and Feature Extraction by Querying over Heterogeneous
               Information Networks},
  journal   = {CoRR},
  volume    = {abs/1707.07794},
  year      = {2017},
  url       = {http://arxiv.org/abs/1707.07794},
  archivePrefix = {arXiv},
  eprint    = {1707.07794},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/KordjamshidiSKC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-11342,
  author    = {Zhengli Zhao and
               Dheeru Dua and
               Sameer Singh},
  title     = {Generating Natural Adversarial Examples},
  journal   = {CoRR},
  volume    = {abs/1710.11342},
  year      = {2017},
  url       = {http://arxiv.org/abs/1710.11342},
  archivePrefix = {arXiv},
  eprint    = {1710.11342},
  timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1710-11342.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-11118,
  author    = {Robert L. Logan IV and
               Samuel Humeau and
               Sameer Singh},
  title     = {Multimodal Attribute Extraction},
  journal   = {CoRR},
  volume    = {abs/1711.11118},
  year      = {2017},
  url       = {http://arxiv.org/abs/1711.11118},
  archivePrefix = {arXiv},
  eprint    = {1711.11118},
  timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1711-11118.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SinghR16,
  author    = {Sameer Singh and
               Sebastian Riedel},
  editor    = {Dale Schuurmans and
               Michael P. Wellman},
  title     = {Creating Interactive and Visual Educational Resources for {AI}},
  booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
               February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages     = {4101--4106},
  publisher = {{AAAI} Press},
  year      = {2016},
  url       = {http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/11794},
  timestamp = {Tue, 14 Nov 2017 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/aaai/SinghR16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Rashkin0C16,
  author    = {Hannah Rashkin and
               Sameer Singh and
               Yejin Choi},
  title     = {Connotation Frames: {A} Data-Driven Investigation},
  booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
               Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
               1: Long Papers},
  publisher = {The Association for Computer Linguistics},
  year      = {2016},
  url       = {https://doi.org/10.18653/v1/p16-1030},
  doi       = {10.18653/v1/p16-1030},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/acl/Rashkin0C16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/KordjamshidiKCM16,
  author    = {Parisa Kordjamshidi and
               Daniel Khashabi and
               Christos Christodoulopoulos and
               Bhargav Mangipudi and
               Sameer Singh and
               Dan Roth},
  editor    = {Nicoletta Calzolari and
               Yuji Matsumoto and
               Rashmi Prasad},
  title     = {Better call Saul: Flexible Programming for Learning and Inference
               in {NLP}},
  booktitle = {{COLING} 2016, 26th International Conference on Computational Linguistics,
               Proceedings of the Conference: Technical Papers, December 11-16, 2016,
               Osaka, Japan},
  pages     = {3030--3040},
  publisher = {{ACL}},
  year      = {2016},
  url       = {https://www.aclweb.org/anthology/C16-1285/},
  timestamp = {Mon, 16 Sep 2019 17:08:53 +0200},
  biburl    = {https://dblp.org/rec/conf/coling/KordjamshidiKCM16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Ribeiro0G16,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Sameer Singh and
               Carlos Guestrin},
  editor    = {Balaji Krishnapuram and
               Mohak Shah and
               Alexander J. Smola and
               Charu C. Aggarwal and
               Dou Shen and
               Rajeev Rastogi},
  title     = {"Why Should {I} Trust You?": Explaining the Predictions
               of Any Classifier},
  booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
               13-17, 2016},
  pages     = {1135--1144},
  publisher = {{ACM}},
  year      = {2016},
  url       = {https://doi.org/10.1145/2939672.2939778},
  doi       = {10.1145/2939672.2939778},
  timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
  biburl    = {https://dblp.org/rec/conf/kdd/Ribeiro0G16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/Ribeiro0G16,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Sameer Singh and
               Carlos Guestrin},
  title     = {"Why Should {I} Trust You?": Explaining the Predictions
               of Any Classifier},
  booktitle = {Proceedings of the Demonstrations Session, {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     = {97--101},
  publisher = {The Association for Computational Linguistics},
  year      = {2016},
  url       = {https://doi.org/10.18653/v1/n16-3020},
  doi       = {10.18653/v1/n16-3020},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/naacl/Ribeiro0G16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/akbc/2016,
  editor    = {Jay Pujara and
               Tim Rockt{\"{a}}schel and
               Danqi Chen and
               Sameer Singh},
  title     = {Proceedings of the 5th Workshop on Automated Knowledge Base Construction,
               AKBC@NAACL-HLT 2016, San Diego, CA, USA, June 17, 2016},
  publisher = {The Association for Computer Linguistics},
  year      = {2016},
  url       = {https://www.aclweb.org/anthology/volumes/W16-13/},
  isbn      = {978-1-941643-53-2},
  timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/akbc/2016.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RibeiroSG16,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Sameer Singh and
               Carlos Guestrin},
  title     = {"Why Should {I} Trust You?": Explaining the Predictions
               of Any Classifier},
  journal   = {CoRR},
  volume    = {abs/1602.04938},
  year      = {2016},
  url       = {http://arxiv.org/abs/1602.04938},
  archivePrefix = {arXiv},
  eprint    = {1602.04938},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/RibeiroSG16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RibeiroSG16a,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Sameer Singh and
               Carlos Guestrin},
  title     = {Model-Agnostic Interpretability of Machine Learning},
  journal   = {CoRR},
  volume    = {abs/1606.05386},
  year      = {2016},
  url       = {http://arxiv.org/abs/1606.05386},
  archivePrefix = {arXiv},
  eprint    = {1606.05386},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/RibeiroSG16a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Ribeiro0G16,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Sameer Singh and
               Carlos Guestrin},
  title     = {Nothing Else Matters: Model-Agnostic Explanations By Identifying Prediction
               Invariance},
  journal   = {CoRR},
  volume    = {abs/1611.05817},
  year      = {2016},
  url       = {http://arxiv.org/abs/1611.05817},
  archivePrefix = {arXiv},
  eprint    = {1611.05817},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/Ribeiro0G16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001RG16,
  author    = {Sameer Singh and
               Marco T{\'{u}}lio Ribeiro and
               Carlos Guestrin},
  title     = {Programs as Black-Box Explanations},
  journal   = {CoRR},
  volume    = {abs/1611.07579},
  year      = {2016},
  url       = {http://arxiv.org/abs/1611.07579},
  archivePrefix = {arXiv},
  eprint    = {1611.07579},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/0001RG16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/LingSW15,
  author    = {Xiao Ling and
               Sameer Singh and
               Daniel S. Weld},
  title     = {Design Challenges for Entity Linking},
  journal   = {Trans. Assoc. Comput. Linguistics},
  volume    = {3},
  pages     = {315--328},
  year      = {2015},
  url       = {https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/view/528},
  timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tacl/LingSW15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/Bouchard0T15,
  author    = {Guillaume Bouchard and
               Sameer Singh and
               Th{\'{e}}o Trouillon},
  title     = {On Approximate Reasoning Capabilities of Low-Rank Vector Spaces},
  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/10257},
  timestamp = {Wed, 14 Nov 2018 14:01:49 +0100},
  biburl    = {https://dblp.org/rec/conf/aaaiss/Bouchard0T15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/CarmonaR0015,
  author    = {Vicente Iv{\'{a}}n S{\'{a}}nchez Carmona and
               Tim Rockt{\"{a}}schel and
               Sebastian Riedel and
               Sameer Singh},
  title     = {Towards Extracting Faithful and Descriptive Representations of Latent
               Variable Models},
  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/10304},
  timestamp = {Wed, 14 Nov 2018 14:01:49 +0100},
  biburl    = {https://dblp.org/rec/conf/aaaiss/CarmonaR0015.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenSTG15,
  author    = {Tianqi Chen and
               Sameer Singh and
               Ben Taskar and
               Carlos Guestrin},
  editor    = {Guy Lebanon and
               S. V. N. Vishwanathan},
  title     = {Efficient Second-Order Gradient Boosting for Conditional Random Fields},
  booktitle = {Proceedings of the Eighteenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
               USA, May 9-12, 2015},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {38},
  publisher = {JMLR.org},
  year      = {2015},
  url       = {http://proceedings.mlr.press/v38/chen15b.html},
  timestamp = {Wed, 29 May 2019 08:41:44 +0200},
  biburl    = {https://dblp.org/rec/conf/aistats/ChenSTG15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SinghRHNR15,
  author    = {Sameer Singh and
               Tim Rockt{\"{a}}schel and
               Luke Hewitt and
               Jason Naradowsky and
               Sebastian Riedel},
  editor    = {Rada Mihalcea and
               Joyce Yue Chai and
               Anoop Sarkar},
  title     = {{WOLFE:} An NLP-friendly Declarative Machine Learning Stack},
  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     = {61--65},
  publisher = {The Association for Computational Linguistics},
  year      = {2015},
  url       = {https://doi.org/10.3115/v1/n15-3013},
  doi       = {10.3115/v1/n15-3013},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/naacl/SinghRHNR15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/0001RR15,
  author    = {Sameer Singh and
               Tim Rockt{\"{a}}schel and
               Sebastian Riedel},
  editor    = {Phil Blunsom and
               Shay B. Cohen and
               Paramveer S. Dhillon and
               Percy Liang},
  title     = {Towards Combined Matrix and Tensor Factorization for Universal Schema
               Relation Extraction},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural
               Language Processing, VS@NAACL-HLT 2015, June 5, 2015, Denver, Colorado,
               {USA}},
  pages     = {135--142},
  publisher = {The Association for Computational Linguistics},
  year      = {2015},
  url       = {https://doi.org/10.3115/v1/w15-1519},
  doi       = {10.3115/v1/w15-1519},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/naacl/0001RR15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/RocktaschelSR15,
  author    = {Tim Rockt{\"{a}}schel and
               Sameer Singh and
               Sebastian Riedel},
  editor    = {Rada Mihalcea and
               Joyce Yue Chai and
               Anoop Sarkar},
  title     = {Injecting Logical Background Knowledge into Embeddings for Relation
               Extraction},
  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     = {1119--1129},
  publisher = {The Association for Computational Linguistics},
  year      = {2015},
  url       = {https://doi.org/10.3115/v1/n15-1118},
  doi       = {10.3115/v1/n15-1118},
  timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/naacl/RocktaschelSR15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slsp/RiedelSBRS15,
  author    = {Sebastian Riedel and
               Sameer Singh and
               Guillaume Bouchard and
               Tim Rockt{\"{a}}schel and
               Vicente Iv{\'{a}}n S{\'{a}}nchez Carmona},
  editor    = {Adrian{-}Horia Dediu and
               Carlos Mart{\'{\i}}n{-}Vide and
               Kl{\'{a}}ra Vicsi},
  title     = {Towards Two-Way Interaction with Reading Machines},
  booktitle = {Statistical Language and Speech Processing - Third International Conference,
               {SLSP} 2015, Budapest, Hungary, November 24-26, 2015, Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {9449},
  pages     = {1--7},
  publisher = {Springer},
  year      = {2015},
  url       = {https://doi.org/10.1007/978-3-319-25789-1\_1},
  doi       = {10.1007/978-3-319-25789-1\_1},
  timestamp = {Tue, 14 May 2019 10:00:54 +0200},
  biburl    = {https://dblp.org/rec/conf/slsp/RiedelSBRS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuptaS15,
  author    = {Nitish Gupta and
               Sameer Singh},
  title     = {Collectively Embedding Multi-Relational Data for Predicting User Preferences},
  journal   = {CoRR},
  volume    = {abs/1504.06165},
  year      = {2015},
  url       = {http://arxiv.org/abs/1504.06165},
  archivePrefix = {arXiv},
  eprint    = {1504.06165},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/GuptaS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RashkinSC15,
  author    = {Hannah Rashkin and
               Sameer Singh and
               Yejin Choi},
  title     = {Connotation Frames: Typed Relations of Implied Sentiment in Predicate-Argument
               Structure},
  journal   = {CoRR},
  volume    = {abs/1506.02739},
  year      = {2015},
  url       = {http://arxiv.org/abs/1506.02739},
  archivePrefix = {arXiv},
  eprint    = {1506.02739},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/RashkinSC15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RiedelSSRVN14,
  author    = {Sebastian Riedel and
               Sameer Singh and
               Vivek Srikumar and
               Tim Rockt{\"{a}}schel and
               Larysa Visengeriyeva and
               Jan Noessner},
  title     = {{WOLFE:} Strength Reduction and Approximate Programming for Probabilistic
               Programming},
  booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
               {AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
               July 27, 2014},
  series    = {{AAAI} Workshops},
  volume    = {{WS-14-13}},
  publisher = {{AAAI}},
  year      = {2014},
  url       = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8860},
  timestamp = {Mon, 13 Nov 2017 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/aaai/RiedelSSRVN14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trec/CanoSG14,
  author    = {Ignacio Cano and
               Sameer Singh and
               Carlos Guestrin},
  editor    = {Ellen M. Voorhees and
               Angela Ellis},
  title     = {Distributed Non-Parametric Representations for Vital Filtering: {UW}
               at {TREC} {KBA} 2014},
  booktitle = {Proceedings of The Twenty-Third Text REtrieval Conference, {TREC}
               2014, Gaithersburg, Maryland, USA, November 19-21, 2014},
  series    = {{NIST} Special Publication},
  volume    = {500-308},
  publisher = {National Institute of Standards and Technology {(NIST)}},
  year      = {2014},
  url       = {http://trec.nist.gov/pubs/trec23/papers/pro-UW\_kba.pdf},
  timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/trec/CanoSG14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SinghRMZM13,
  author    = {Sameer Singh and
               Sebastian Riedel and
               Brian Martin and
               Jiaping Zheng and
               Andrew McCallum},
  editor    = {Fabian M. Suchanek and
               Sebastian Riedel and
               Sameer Singh and
               Partha Pratim Talukdar},
  title     = {Joint inference of entities, relations, and coreference},
  booktitle = {Proceedings of the 2013 workshop on Automated knowledge base construction,
               AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013},
  pages     = {1--6},
  publisher = {{ACM}},
  year      = {2013},
  url       = {https://doi.org/10.1145/2509558.2509559},
  doi       = {10.1145/2509558.2509559},
  timestamp = {Tue, 06 Nov 2018 16:57:47 +0100},
  biburl    = {https://dblp.org/rec/conf/cikm/SinghRMZM13.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/cikm/WickSPM13,
  author    = {Michael L. Wick and
               Sameer Singh and
               Harshal Pandya and
               Andrew McCallum},
  editor    = {Fabian M. Suchanek and
               Sebastian Riedel and
               Sameer Singh and
               Partha Pratim Talukdar},
  title     = {A joint model for discovering and linking entities},
  booktitle = {Proceedings of the 2013 workshop on Automated knowledge base construction,
               AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013},
  pages     = {67--72},
  publisher = {{ACM}},
  year      = {2013},
  url       = {https://doi.org/10.1145/2509558.2509570},
  doi       = {10.1145/2509558.2509570},
  timestamp = {Tue, 06 Nov 2018 16:57:47 +0100},
  biburl    = {https://dblp.org/rec/conf/cikm/WickSPM13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SinghG13,
  author    = {Sameer Singh and
               Thore Graepel},
  editor    = {Qi He and
               Arun Iyengar and
               Wolfgang Nejdl and
               Jian Pei and
               Rajeev Rastogi},
  title     = {Automated probabilistic modeling for relational data},
  booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
               CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
  pages     = {1497--1500},
  publisher = {{ACM}},
  year      = {2013},
  url       = {https://doi.org/10.1145/2505515.2507828},
  doi       = {10.1145/2505515.2507828},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/cikm/SinghG13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SuchanekRST13,
  author    = {Fabian M. Suchanek and
               Sebastian Riedel and
               Sameer Singh and
               Partha Pratim Talukdar},
  editor    = {Qi He and
               Arun Iyengar and
               Wolfgang Nejdl and
               Jian Pei and
               Rajeev Rastogi},
  title     = {{AKBC} 2013: third workshop on automated knowledge base construction},
  booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
               CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
  pages     = {2539--2540},
  publisher = {{ACM}},
  year      = {2013},
  url       = {https://doi.org/10.1145/2505515.2505806},
  doi       = {10.1145/2505515.2505806},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/cikm/SuchanekRST13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/ZhengVSCM13,
  author    = {Jiaping Zheng and
               Luke Vilnis and
               Sameer Singh and
               Jinho D. Choi and
               Andrew McCallum},
  editor    = {Julia Hockenmaier and
               Sebastian Riedel},
  title     = {Dynamic Knowledge-Base Alignment for Coreference Resolution},
  booktitle = {Proceedings of the Seventeenth Conference on Computational Natural
               Language Learning, CoNLL 2013, Sofia, Bulgaria, August 8-9, 2013},
  pages     = {153--162},
  publisher = {{ACL}},
  year      = {2013},
  url       = {https://www.aclweb.org/anthology/W13-3517/},
  timestamp = {Mon, 16 Sep 2019 17:08:53 +0200},
  biburl    = {https://dblp.org/rec/conf/conll/ZhengVSCM13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2013akbc,
  editor    = {Fabian M. Suchanek and
               Sebastian Riedel and
               Sameer Singh and
               Partha Pratim Talukdar},
  title     = {Proceedings of the 2013 workshop on Automated knowledge base construction,
               AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013},
  publisher = {{ACM}},
  year      = {2013},
  url       = {https://doi.org/10.1145/2509558},
  doi       = {10.1145/2509558},
  isbn      = {978-1-4503-2411-3},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/cikm/2013akbc.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}
}
@article{DBLP:journals/corr/SinghRM13,
  author    = {Sameer Singh and
               Sebastian Riedel and
               Andrew McCallum},
  title     = {Anytime Belief Propagation Using Sparse Domains},
  journal   = {CoRR},
  volume    = {abs/1311.3368},
  year      = {2013},
  url       = {http://arxiv.org/abs/1311.3368},
  archivePrefix = {arXiv},
  eprint    = {1311.3368},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/SinghRM13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WickSM12,
  author    = {Michael L. Wick and
               Sameer Singh and
               Andrew McCallum},
  title     = {A Discriminative Hierarchical Model for Fast Coreference at Large
               Scale},
  booktitle = {The 50th Annual Meeting of the Association for Computational Linguistics,
               Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea
               - Volume 1: Long Papers},
  pages     = {379--388},
  publisher = {The Association for Computer Linguistics},
  year      = {2012},
  url       = {https://www.aclweb.org/anthology/P12-1040/},
  timestamp = {Fri, 13 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/acl/WickSM12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SinghWM12,
  author    = {Sameer Singh and
               Michael L. Wick and
               Andrew McCallum},
  editor    = {Jun'ichi Tsujii and
               James Henderson and
               Marius Pasca},
  title     = {Monte Carlo {MCMC:} Efficient Inference by Approximate Sampling},
  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     = {1104--1113},
  publisher = {{ACL}},
  year      = {2012},
  url       = {https://www.aclweb.org/anthology/D12-1101/},
  timestamp = {Fri, 13 Sep 2019 13:08:45 +0200},
  biburl    = {https://dblp.org/rec/conf/emnlp/SinghWM12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SinghWM12,
  author    = {Sameer Singh and
               Michael L. Wick and
               Andrew McCallum},
  editor    = {James Fan and
               Raphael Hoffman and
               Aditya Kalyanpur and
               Sebastian Riedel and
               Fabian M. Suchanek and
               Partha Pratim Talukdar},
  title     = {Monte Carlo {MCMC:} Efficient Inference by Sampling Factors},
  booktitle = {Proceedings of the Joint Workshop on Automatic Knowledge Base Construction
               and Web-scale Knowledge Extraction, AKBC-WEKEX@NAACL-HLT 2012, Montr{\`{e}}al,
               Canada, June 7-8, 2012},
  pages     = {111--115},
  publisher = {Association for Computational Linguistics},
  year      = {2012},
  url       = {https://www.aclweb.org/anthology/W12-3021/},
  timestamp = {Wed, 18 Sep 2019 12:15:54 +0200},
  biburl    = {https://dblp.org/rec/conf/naacl/SinghWM12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-0967,
  author    = {Sameer Singh and
               Thore Graepel},
  title     = {Compiling Relational Database Schemata into Probabilistic Graphical
               Models},
  journal   = {CoRR},
  volume    = {abs/1212.0967},
  year      = {2012},
  url       = {http://arxiv.org/abs/1212.0967},
  archivePrefix = {arXiv},
  eprint    = {1212.0967},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1212-0967.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SinghSPM11,
  author    = {Sameer Singh and
               Amarnag Subramanya and
               Fernando C. N. Pereira and
               Andrew McCallum},
  editor    = {Dekang Lin and
               Yuji Matsumoto and
               Rada Mihalcea},
  title     = {Large-Scale Cross-Document Coreference Using Distributed Inference
               and Hierarchical Models},
  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     = {793--803},
  publisher = {The Association for Computer Linguistics},
  year      = {2011},
  url       = {https://www.aclweb.org/anthology/P11-1080/},
  timestamp = {Fri, 13 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/acl/SinghSPM11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SinghHL10,
  author    = {Sameer Singh and
               Dustin Hillard and
               Chris Leggetter},
  title     = {Minimally-Supervised Extraction of Entities from Text Advertisements},
  booktitle = {Human Language Technologies: Conference of the North American Chapter
               of the Association of Computational Linguistics, Proceedings, June
               2-4, 2010, Los Angeles, California, {USA}},
  pages     = {73--81},
  publisher = {The Association for Computational Linguistics},
  year      = {2010},
  url       = {https://www.aclweb.org/anthology/N10-1009/},
  timestamp = {Mon, 16 Sep 2019 17:08:53 +0200},
  biburl    = {https://dblp.org/rec/conf/naacl/SinghHL10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SinghYRM10,
  author    = {Sameer Singh and
               Limin Yao and
               Sebastian Riedel and
               Andrew McCallum},
  title     = {Constraint-Driven Rank-Based Learning for Information Extraction},
  booktitle = {Human Language Technologies: Conference of the North American Chapter
               of the Association of Computational Linguistics, Proceedings, June
               2-4, 2010, Los Angeles, California, {USA}},
  pages     = {729--732},
  publisher = {The Association for Computational Linguistics},
  year      = {2010},
  url       = {https://www.aclweb.org/anthology/N10-1111/},
  timestamp = {Mon, 16 Sep 2019 17:08:53 +0200},
  biburl    = {https://dblp.org/rec/conf/naacl/SinghYRM10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-4298,
  author    = {Sameer Singh and
               Michael L. Wick and
               Andrew McCallum},
  title     = {Distantly Labeling Data for Large Scale Cross-Document Coreference},
  journal   = {CoRR},
  volume    = {abs/1005.4298},
  year      = {2010},
  url       = {http://arxiv.org/abs/1005.4298},
  archivePrefix = {arXiv},
  eprint    = {1005.4298},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1005-4298.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/McCallumSS09,
  author    = {Andrew McCallum and
               Karl Schultz and
               Sameer Singh},
  editor    = {Yoshua Bengio and
               Dale Schuurmans and
               John D. Lafferty and
               Christopher K. I. Williams and
               Aron Culotta},
  title     = {{FACTORIE:} Probabilistic Programming via Imperatively Defined Factor
               Graphs},
  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     = {1249--1257},
  publisher = {Curran Associates, Inc.},
  year      = {2009},
  url       = {http://papers.nips.cc/paper/3654-factorie-probabilistic-programming-via-imperatively-defined-factor-graphs},
  timestamp = {Fri, 06 Mar 2020 16:56:47 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/McCallumSS09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WickRSM09,
  author    = {Michael L. Wick and
               Khashayar Rohanimanesh and
               Sameer Singh and
               Andrew McCallum},
  editor    = {Yoshua Bengio and
               Dale Schuurmans and
               John D. Lafferty and
               Christopher K. I. Williams and
               Aron Culotta},
  title     = {Training Factor Graphs with Reinforcement Learning for Efficient {MAP}
               Inference},
  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     = {2044--2052},
  publisher = {Curran Associates, Inc.},
  year      = {2009},
  url       = {http://papers.nips.cc/paper/3832-training-factor-graphs-with-reinforcement-learning-for-efficient-map-inference},
  timestamp = {Fri, 06 Mar 2020 16:56:47 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/WickRSM09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SinghSM09,
  author    = {Sameer Singh and
               Karl Schultz and
               Andrew McCallum},
  editor    = {Wray L. Buntine and
               Marko Grobelnik and
               Dunja Mladenic and
               John Shawe{-}Taylor},
  title     = {Bi-directional Joint Inference for Entity Resolution and Segmentation
               Using Imperatively-Defined Factor Graphs},
  booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
               {ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
               Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {5782},
  pages     = {414--429},
  publisher = {Springer},
  year      = {2009},
  url       = {https://doi.org/10.1007/978-3-642-04174-7\_27},
  doi       = {10.1007/978-3-642-04174-7\_27},
  timestamp = {Tue, 14 May 2019 10:00:47 +0200},
  biburl    = {https://dblp.org/rec/conf/pkdd/SinghSM09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SinghKLS09,
  author    = {Sameer Singh and
               Jeremy Kubica and
               Scott Larsen and
               Daria Sorokina},
  title     = {Parallel Large Scale Feature Selection for Logistic Regression},
  booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
               {SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
  pages     = {1172--1183},
  publisher = {{SIAM}},
  year      = {2009},
  url       = {https://doi.org/10.1137/1.9781611972795.100},
  doi       = {10.1137/1.9781611972795.100},
  timestamp = {Wed, 17 May 2017 14:24:53 +0200},
  biburl    = {https://dblp.org/rec/conf/sdm/SinghKLS09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/FeitelsonABEMOSSXS07,
  author    = {Dror G. Feitelson and
               Tokunbo O. S. Adeshiyan and
               Daniel Balasubramanian and
               Yoav Etsion and
               Gabor Madl and
               Esteban Osses and
               Sameer Singh and
               Karlkim Suwanmongkol and
               Minhui Xie and
               Stephen R. Schach},
  title     = {Fine-grain analysis of common coupling and its application to a Linux
               case study},
  journal   = {J. Syst. Softw.},
  volume    = {80},
  number    = {8},
  pages     = {1239--1255},
  year      = {2007},
  url       = {https://doi.org/10.1016/j.jss.2006.12.550},
  doi       = {10.1016/j.jss.2006.12.550},
  timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/jss/FeitelsonABEMOSSXS07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sqj/SchachABMOSSXF07,
  author    = {Stephen R. Schach and
               Tokunbo O. S. Adeshiyan and
               Daniel Balasubramanian and
               Gabor Madl and
               Esteban Osses and
               Sameer Singh and
               Karlkim Suwanmongkol and
               Minhui Xie and
               Dror G. Feitelson},
  title     = {Common coupling and pointer variables, with application to a Linux
               case study},
  journal   = {Softw. Qual. J.},
  volume    = {15},
  number    = {1},
  pages     = {99--113},
  year      = {2007},
  url       = {https://doi.org/10.1007/s11219-006-9005-0},
  doi       = {10.1007/s11219-006-9005-0},
  timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/sqj/SchachABMOSSXF07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SinghA06,
  author    = {Sameer Singh and
               Julie A. Adams},
  title     = {Transfer of Learning for Complex Task Domains: a Demonstration using
               Multiple Robots},
  booktitle = {Proceedings of the 2006 {IEEE} International Conference on Robotics
               and Automation, {ICRA} 2006, May 15-19, 2006, Orlando, Florida, {USA}},
  pages     = {3332--3337},
  publisher = {{IEEE}},
  year      = {2006},
  url       = {https://doi.org/10.1109/ROBOT.2006.1642210},
  doi       = {10.1109/ROBOT.2006.1642210},
  timestamp = {Mon, 22 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/icra/SinghA06.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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