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 = {{AAAI}},
  pages     = {13504--13505},
  publisher = {{AAAI} Press},
  year      = {2020}
}
@inproceedings{DBLP:conf/acl/GottumukkalaDSG20,
  author    = {Ananth Gottumukkala and
               Dheeru Dua and
               Sameer Singh and
               Matt Gardner},
  title     = {Dynamic Sampling Strategies for Multi-Task Reading Comprehension},
  booktitle = {{ACL}},
  pages     = {920--924},
  publisher = {Association for Computational Linguistics},
  year      = {2020}
}
@inproceedings{DBLP:conf/acl/LoganGS20,
  author    = {Robert L. Logan IV and
               Matt Gardner and
               Sameer Singh},
  title     = {On Importance Sampling-Based Evaluation of Latent Language Models},
  booktitle = {{ACL}},
  pages     = {2171--2176},
  publisher = {Association for Computational Linguistics},
  year      = {2020}
}
@inproceedings{DBLP:conf/acl/RibeiroWGS20,
  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},
  booktitle = {{ACL}},
  pages     = {4902--4912},
  publisher = {Association for Computational Linguistics},
  year      = {2020}
}
@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},
  title     = {Obtaining Faithful Interpretations from Compositional Neural Networks},
  booktitle = {{ACL}},
  pages     = {5594--5608},
  publisher = {Association for Computational Linguistics},
  year      = {2020}
}
@inproceedings{DBLP:conf/acl/DuaSG20,
  author    = {Dheeru Dua and
               Sameer Singh and
               Matt Gardner},
  title     = {Benefits of Intermediate Annotations in Reading Comprehension},
  booktitle = {{ACL}},
  pages     = {5627--5634},
  publisher = {Association for Computational Linguistics},
  year      = {2020}
}
@inproceedings{DBLP:conf/aies/SlackHJSL20,
  author    = {Dylan Slack and
               Sophie Hilgard and
               Emily Jia and
               Sameer Singh and
               Himabindu Lakkaraju},
  title     = {Fooling {LIME} and {SHAP:} Adversarial Attacks on Post hoc Explanation
               Methods},
  booktitle = {{AIES}},
  pages     = {180--186},
  publisher = {{ACM}},
  year      = {2020}
}
@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 = {{ICLR}},
  publisher = {OpenReview.net},
  year      = {2020}
}
@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 = {{ICLR}},
  publisher = {OpenReview.net},
  year      = {2020}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/acl/MinWSGHZ19,
  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},
  booktitle = {{ACL} {(1)}},
  pages     = {4249--4257},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@inproceedings{DBLP:conf/acl/LoganLPGS19,
  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},
  booktitle = {{ACL} {(1)}},
  pages     = {5962--5971},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@inproceedings{DBLP:conf/acl/RibeiroGS19,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Carlos Guestrin and
               Sameer Singh},
  title     = {Are Red Roses Red? Evaluating Consistency of Question-Answering Models},
  booktitle = {{ACL} {(1)}},
  pages     = {6174--6184},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@inproceedings{DBLP:conf/acl-mrqa/ChenSSG19,
  author    = {Anthony Chen and
               Gabriel Stanovsky and
               Sameer Singh and
               Matt Gardner},
  title     = {Evaluating Question Answering Evaluation},
  booktitle = {MRQA@EMNLP},
  pages     = {119--124},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@inproceedings{DBLP:conf/acl-mrqa/DuaGTSG19,
  author    = {Dheeru Dua and
               Ananth Gottumukkala and
               Alon Talmor and
               Sameer Singh and
               Matt Gardner},
  title     = {Comprehensive Multi-Dataset Evaluation of Reading Comprehension},
  booktitle = {MRQA@EMNLP},
  pages     = {147--153},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@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 = {{AKBC}},
  year      = {2019}
}
@inproceedings{DBLP:conf/emnlp/WallaceTWSGS19,
  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},
  booktitle = {{EMNLP/IJCNLP} {(3)}},
  pages     = {7--12},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@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},
  title     = {Knowledge Enhanced Contextual Word Representations},
  booktitle = {{EMNLP/IJCNLP} {(1)}},
  pages     = {43--54},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@inproceedings{DBLP:conf/emnlp/WallaceFKGS19,
  author    = {Eric Wallace and
               Shi Feng and
               Nikhil Kandpal and
               Matt Gardner and
               Sameer Singh},
  title     = {Universal Adversarial Triggers for Attacking and Analyzing {NLP}},
  booktitle = {{EMNLP/IJCNLP} {(1)}},
  pages     = {2153--2162},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@inproceedings{DBLP:conf/emnlp/WallaceWLSG19,
  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},
  booktitle = {{EMNLP/IJCNLP} {(1)}},
  pages     = {5306--5314},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@inproceedings{DBLP:conf/mobicom/MatsubaraBCL019,
  author    = {Yoshitomo Matsubara and
               Sabur Baidya and
               Davide Callegaro and
               Marco Levorato and
               Sameer Singh},
  title     = {Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems},
  booktitle = {HotEdgeVideo@MOBICOM},
  pages     = {21--26},
  publisher = {{ACM}},
  year      = {2019}
}
@inproceedings{DBLP:conf/naacl/WangSL19,
  author    = {William Yang Wang and
               Sameer Singh and
               Jiwei Li},
  title     = {Deep Adversarial Learning for {NLP}},
  booktitle = {{NAACL-HLT} (Tutorial Abstracts)},
  pages     = {1--5},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@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},
  title     = {PoMo: Generating Entity-Specific Post-Modifiers in Context},
  booktitle = {{NAACL-HLT} {(1)}},
  pages     = {826--838},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@inproceedings{DBLP:conf/naacl/DuaWDSS019,
  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},
  booktitle = {{NAACL-HLT} {(1)}},
  pages     = {2368--2378},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@inproceedings{DBLP:conf/naacl/AnanyaPS19,
  author    = {Ananya and
               Nitya Parthasarthi and
               Sameer Singh},
  title     = {GenderQuant: Quantifying Mention-Level Genderedness},
  booktitle = {{NAACL-HLT} {(1)}},
  pages     = {2959--2969},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@inproceedings{DBLP:conf/naacl/PezeshkpourT019,
  author    = {Pouya Pezeshkpour and
               Yifan Tian and
               Sameer Singh},
  title     = {Investigating Robustness and Interpretability of Link Prediction via
               Adversarial Modifications},
  booktitle = {{NAACL-HLT} {(1)}},
  pages     = {3336--3347},
  publisher = {Association for Computational Linguistics},
  year      = {2019}
}
@inproceedings{DBLP:conf/nips/SubramanianSG19,
  author    = {Sanjay Subramanian and
               Sameer Singh and
               Matt Gardner},
  title     = {Analyzing Compositionality in Visual Question Answering},
  booktitle = {ViGIL@NeurIPS},
  year      = {2019}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/Ribeiro0G18,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Sameer Singh and
               Carlos Guestrin},
  title     = {Anchors: High-Precision Model-Agnostic Explanations},
  booktitle = {{AAAI}},
  pages     = {1527--1535},
  publisher = {{AAAI} Press},
  year      = {2018}
}
@inproceedings{DBLP:conf/acl/SinghGR18,
  author    = {Marco T{\'{u}}lio Ribeiro and
               Sameer Singh and
               Carlos Guestrin},
  title     = {Semantically Equivalent Adversarial Rules for Debugging {NLP} models},
  booktitle = {{ACL} {(1)}},
  pages     = {856--865},
  publisher = {Association for Computational Linguistics},
  year      = {2018}
}
@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},
  title     = {Interpretation of Natural Language Rules in Conversational Machine
               Reading},
  booktitle = {{EMNLP}},
  pages     = {2087--2097},
  publisher = {Association for Computational Linguistics},
  year      = {2018}
}
@inproceedings{DBLP:conf/emnlp/PezeshkpourC018,
  author    = {Pouya Pezeshkpour and
               Liyan Chen and
               Sameer Singh},
  title     = {Embedding Multimodal Relational Data for Knowledge Base Completion},
  booktitle = {{EMNLP}},
  pages     = {3208--3218},
  publisher = {Association for Computational Linguistics},
  year      = {2018}
}
@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 = {{ICLR} (Poster)},
  publisher = {OpenReview.net},
  year      = {2018}
}
@inproceedings{DBLP:conf/iclr/ZhaoDS18,
  author    = {Zhengli Zhao and
               Dheeru Dua and
               Sameer Singh},
  title     = {Generating Natural Adversarial Examples},
  booktitle = {{ICLR} (Poster)},
  publisher = {OpenReview.net},
  year      = {2018}
}
@inproceedings{DBLP:conf/wsdm/Pujara018,
  author    = {Jay Pujara and
               Sameer Singh},
  title     = {Mining Knowledge Graphs From Text},
  booktitle = {{WSDM}},
  pages     = {789--790},
  publisher = {{ACM}},
  year      = {2018}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/acssc/BuragoCL017,
  author    = {Igor Burago and
               Davide Callegaro and
               Marco Levorato and
               Sameer Singh},
  title     = {Intelligent data filtering in constrained IoT systems},
  booktitle = {{ACSSC}},
  pages     = {928--935},
  publisher = {{IEEE}},
  year      = {2017}
}
@inproceedings{DBLP:conf/akbc/LoganHS17,
  author    = {Robert L. Logan IV and
               Samuel Humeau and
               Sameer Singh},
  title     = {Multimodal Attribute Extraction},
  booktitle = {AKBC@NIPS},
  publisher = {OpenReview.net},
  year      = {2017}
}
@inproceedings{DBLP:conf/akbc/PezeshkpourCS17,
  author    = {Pouya Pezeshkpour and
               Liyan Chen and
               Sameer Singh},
  title     = {Embedding Multimodal Relational Data},
  booktitle = {AKBC@NIPS},
  publisher = {OpenReview.net},
  year      = {2017}
}
@inproceedings{DBLP:conf/birthday/AgostinelliHSB17,
  author    = {Forest Agostinelli and
               Guillaume Hocquet and
               Sameer Singh and
               Pierre Baldi},
  title     = {From Reinforcement Learning to Deep Reinforcement Learning: An Overview},
  booktitle = {Braverman Readings in Machine Learning},
  series    = {Lecture Notes in Computer Science},
  volume    = {11100},
  pages     = {298--328},
  publisher = {Springer},
  year      = {2017}
}
@inproceedings{DBLP:conf/emnlp/GuptaSR17,
  author    = {Nitish Gupta and
               Sameer Singh and
               Dan Roth},
  title     = {Entity Linking via Joint Encoding of Types, Descriptions, and Context},
  booktitle = {{EMNLP}},
  pages     = {2681--2690},
  publisher = {Association for Computational Linguistics},
  year      = {2017}
}
@inproceedings{DBLP:conf/ita/BuragoL017,
  author    = {Igor Burago and
               Marco Levorato and
               Sameer Singh},
  title     = {Semantic compression for edge-assisted systems},
  booktitle = {{ITA}},
  pages     = {1--7},
  publisher = {{IEEE}},
  year      = {2017}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/SinghR16,
  author    = {Sameer Singh and
               Sebastian Riedel},
  title     = {Creating Interactive and Visual Educational Resources for {AI}},
  booktitle = {{AAAI}},
  pages     = {4101--4106},
  publisher = {{AAAI} Press},
  year      = {2016}
}
@inproceedings{DBLP:conf/acl/Rashkin0C16,
  author    = {Hannah Rashkin and
               Sameer Singh and
               Yejin Choi},
  title     = {Connotation Frames: {A} Data-Driven Investigation},
  booktitle = {{ACL} {(1)}},
  publisher = {The Association for Computer Linguistics},
  year      = {2016}
}
@inproceedings{DBLP:conf/coling/KordjamshidiKCM16,
  author    = {Parisa Kordjamshidi and
               Daniel Khashabi and
               Christos Christodoulopoulos and
               Bhargav Mangipudi and
               Sameer Singh and
               Dan Roth},
  title     = {Better call Saul: Flexible Programming for Learning and Inference
               in {NLP}},
  booktitle = {{COLING}},
  pages     = {3030--3040},
  publisher = {{ACL}},
  year      = {2016}
}
@inproceedings{DBLP:conf/kdd/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 = {{KDD}},
  pages     = {1135--1144},
  publisher = {{ACM}},
  year      = {2016}
}
@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 = {{HLT-NAACL} Demos},
  pages     = {97--101},
  publisher = {The Association for Computational Linguistics},
  year      = {2016}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 = {{AAAI} Spring Symposia},
  publisher = {{AAAI} Press},
  year      = {2015}
}
@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 = {{AAAI} Spring Symposia},
  publisher = {{AAAI} Press},
  year      = {2015}
}
@inproceedings{DBLP:conf/aistats/ChenSTG15,
  author    = {Tianqi Chen and
               Sameer Singh and
               Ben Taskar and
               Carlos Guestrin},
  title     = {Efficient Second-Order Gradient Boosting for Conditional Random Fields},
  booktitle = {{AISTATS}},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {38},
  publisher = {JMLR.org},
  year      = {2015}
}
@inproceedings{DBLP:conf/naacl/SinghRHNR15,
  author    = {Sameer Singh and
               Tim Rockt{\"{a}}schel and
               Luke Hewitt and
               Jason Naradowsky and
               Sebastian Riedel},
  title     = {{WOLFE:} An NLP-friendly Declarative Machine Learning Stack},
  booktitle = {{HLT-NAACL}},
  pages     = {61--65},
  publisher = {The Association for Computational Linguistics},
  year      = {2015}
}
@inproceedings{DBLP:conf/naacl/0001RR15,
  author    = {Sameer Singh and
               Tim Rockt{\"{a}}schel and
               Sebastian Riedel},
  title     = {Towards Combined Matrix and Tensor Factorization for Universal Schema
               Relation Extraction},
  booktitle = {VS@HLT-NAACL},
  pages     = {135--142},
  publisher = {The Association for Computational Linguistics},
  year      = {2015}
}
@inproceedings{DBLP:conf/naacl/RocktaschelSR15,
  author    = {Tim Rockt{\"{a}}schel and
               Sameer Singh and
               Sebastian Riedel},
  title     = {Injecting Logical Background Knowledge into Embeddings for Relation
               Extraction},
  booktitle = {{HLT-NAACL}},
  pages     = {1119--1129},
  publisher = {The Association for Computational Linguistics},
  year      = {2015}
}
@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},
  title     = {Towards Two-Way Interaction with Reading Machines},
  booktitle = {{SLSP}},
  series    = {Lecture Notes in Computer Science},
  volume    = {9449},
  pages     = {1--7},
  publisher = {Springer},
  year      = {2015}
}
@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}
}
@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}
}
@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 = {{AAAI} Workshop: Statistical Relational Artificial Intelligence},
  series    = {{AAAI} Workshops},
  volume    = {{WS-14-13}},
  publisher = {{AAAI}},
  year      = {2014}
}
@inproceedings{DBLP:conf/trec/CanoSG14,
  author    = {Ignacio Cano and
               Sameer Singh and
               Carlos Guestrin},
  title     = {Distributed Non-Parametric Representations for Vital Filtering: {UW}
               at {TREC} {KBA} 2014},
  booktitle = {{TREC}},
  series    = {{NIST} Special Publication},
  volume    = {500-308},
  publisher = {National Institute of Standards and Technology {(NIST)}},
  year      = {2014}
}
@inproceedings{DBLP:conf/cikm/SinghRMZM13,
  author    = {Sameer Singh and
               Sebastian Riedel and
               Brian Martin and
               Jiaping Zheng and
               Andrew McCallum},
  title     = {Joint inference of entities, relations, and coreference},
  booktitle = {AKBC@CIKM},
  pages     = {1--6},
  publisher = {{ACM}},
  year      = {2013}
}
@inproceedings{DBLP:conf/cikm/WickSKM13,
  author    = {Michael L. Wick and
               Sameer Singh and
               Ari Kobren and
               Andrew McCallum},
  title     = {Assessing confidence of knowledge base content with an experimental
               study in entity resolution},
  booktitle = {AKBC@CIKM},
  pages     = {13--18},
  publisher = {{ACM}},
  year      = {2013}
}
@inproceedings{DBLP:conf/cikm/WickSPM13,
  author    = {Michael L. Wick and
               Sameer Singh and
               Harshal Pandya and
               Andrew McCallum},
  title     = {A joint model for discovering and linking entities},
  booktitle = {AKBC@CIKM},
  pages     = {67--72},
  publisher = {{ACM}},
  year      = {2013}
}
@inproceedings{DBLP:conf/cikm/SinghG13,
  author    = {Sameer Singh and
               Thore Graepel},
  title     = {Automated probabilistic modeling for relational data},
  booktitle = {{CIKM}},
  pages     = {1497--1500},
  publisher = {{ACM}},
  year      = {2013}
}
@inproceedings{DBLP:conf/cikm/SuchanekRST13,
  author    = {Fabian M. Suchanek and
               Sebastian Riedel and
               Sameer Singh and
               Partha Pratim Talukdar},
  title     = {{AKBC} 2013: third workshop on automated knowledge base construction},
  booktitle = {{CIKM}},
  pages     = {2539--2540},
  publisher = {{ACM}},
  year      = {2013}
}
@inproceedings{DBLP:conf/conll/ZhengVSCM13,
  author    = {Jiaping Zheng and
               Luke Vilnis and
               Sameer Singh and
               Jinho D. Choi and
               Andrew McCallum},
  title     = {Dynamic Knowledge-Base Alignment for Coreference Resolution},
  booktitle = {CoNLL},
  pages     = {153--162},
  publisher = {{ACL}},
  year      = {2013}
}
@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}
}
@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 = {{TAC}},
  publisher = {{NIST}},
  year      = {2013}
}
@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}
}
@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 = {{ACL} {(1)}},
  pages     = {379--388},
  publisher = {The Association for Computer Linguistics},
  year      = {2012}
}
@inproceedings{DBLP:conf/emnlp/SinghWM12,
  author    = {Sameer Singh and
               Michael L. Wick and
               Andrew McCallum},
  title     = {Monte Carlo {MCMC:} Efficient Inference by Approximate Sampling},
  booktitle = {EMNLP-CoNLL},
  pages     = {1104--1113},
  publisher = {{ACL}},
  year      = {2012}
}
@inproceedings{DBLP:conf/naacl/SinghWM12,
  author    = {Sameer Singh and
               Michael L. Wick and
               Andrew McCallum},
  title     = {Monte Carlo {MCMC:} Efficient Inference by Sampling Factors},
  booktitle = {AKBC-WEKEX@NAACL-HLT},
  pages     = {111--115},
  publisher = {Association for Computational Linguistics},
  year      = {2012}
}
@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}
}
@inproceedings{DBLP:conf/acl/SinghSPM11,
  author    = {Sameer Singh and
               Amarnag Subramanya and
               Fernando C. N. Pereira and
               Andrew McCallum},
  title     = {Large-Scale Cross-Document Coreference Using Distributed Inference
               and Hierarchical Models},
  booktitle = {{ACL}},
  pages     = {793--803},
  publisher = {The Association for Computer Linguistics},
  year      = {2011}
}
@inproceedings{DBLP:conf/naacl/SinghHL10,
  author    = {Sameer Singh and
               Dustin Hillard and
               Chris Leggetter},
  title     = {Minimally-Supervised Extraction of Entities from Text Advertisements},
  booktitle = {{HLT-NAACL}},
  pages     = {73--81},
  publisher = {The Association for Computational Linguistics},
  year      = {2010}
}
@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 = {{HLT-NAACL}},
  pages     = {729--732},
  publisher = {The Association for Computational Linguistics},
  year      = {2010}
}
@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}
}
@inproceedings{DBLP:conf/nips/McCallumSS09,
  author    = {Andrew McCallum and
               Karl Schultz and
               Sameer Singh},
  title     = {{FACTORIE:} Probabilistic Programming via Imperatively Defined Factor
               Graphs},
  booktitle = {{NIPS}},
  pages     = {1249--1257},
  publisher = {Curran Associates, Inc.},
  year      = {2009}
}
@inproceedings{DBLP:conf/nips/WickRSM09,
  author    = {Michael L. Wick and
               Khashayar Rohanimanesh and
               Sameer Singh and
               Andrew McCallum},
  title     = {Training Factor Graphs with Reinforcement Learning for Efficient {MAP}
               Inference},
  booktitle = {{NIPS}},
  pages     = {2044--2052},
  publisher = {Curran Associates, Inc.},
  year      = {2009}
}
@inproceedings{DBLP:conf/pkdd/SinghSM09,
  author    = {Sameer Singh and
               Karl Schultz and
               Andrew McCallum},
  title     = {Bi-directional Joint Inference for Entity Resolution and Segmentation
               Using Imperatively-Defined Factor Graphs},
  booktitle = {{ECML/PKDD} {(2)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {5782},
  pages     = {414--429},
  publisher = {Springer},
  year      = {2009}
}
@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 = {{SDM}},
  pages     = {1172--1183},
  publisher = {{SIAM}},
  year      = {2009}
}
@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}
}
@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}
}
@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 = {{ICRA}},
  pages     = {3332--3337},
  publisher = {{IEEE}},
  year      = {2006}
}
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