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Dan Roth — all works

654 works · page 1 of 7 · 1–100 · ← Dan Roth

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  1. Design Challenges and Misconceptions in Named Entity RecognitionConference on Computational Natural Language Learning (CoNLL)Lev Ratinov, Dan Roth2009 · 1,844 citations
  2. Learning Question ClassifiersInternational Conference on Computational Linguistics (COLING)Xin Li, Dan Roth2002 · 1,659 citations
  3. Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyACM Computing SurveysBonan Min, Hayley Ross, Elior Sulem, et al.2021 · 1,556 citations
  4. Learning to detect objects in images via a sparse, part-based representation ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetShivani Agarwal, Abdullah Bin Younas Awan, Dan Roth2004 · 849 citations
  5. Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies ↗Transactions of the Association for Computational Linguistics · no summary yetMor Geva et al.2021 · 780 citations
  6. Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment ApproachConference on Empirical Methods in Natural Language Processing (EMNLP)Wenpeng Yin, Jamaal Hay, Dan Roth2019 · 735 citations
  7. Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al.English · 677 citations
  8. A Linear Programming Formulation for Global Inference in Natural Language TasksConference on Computational Natural Language Learning (CoNLL)Dan Roth, Wen-tau Yih2004 · 650 citations
  9. On the hardness of approximate reasoning ↗Artificial Intelligence · no summary yetDan Roth1996 · 617 citations
  10. Solving General Arithmetic Word ProblemsSubhro Roy, Dan RothMova's core list · 582 citations
  11. The Importance of Syntactic Parsing and Inference in Semantic Role LabelingComputational LinguisticsVasin Punyakanok, Dan Roth, Wen-tau Yih2008 · 542 citations
  12. Learning a Sparse Representation for Object Detection ↗Lecture notes in computer science · no summary yetShivani Agarwal, Dan Roth2002 · 509 citations
  13. A Winnow-Based Approach to Context-Sensitive Spelling Correction ↗Machine Learning · no summary yetAndrew R. Golding, Dan Roth1999 · 373 citations
  14. Cross-Lingual Ability of Multilingual BERT: An Empirical Study ↗arXiv (Cornell University) · no summary yetK Karthikeyan et al.2019 · 357 citations
  15. Understanding the Value of Features for Coreference ResolutionConference on Empirical Methods in Natural Language Processing (EMNLP)Eric Bengtson, Dan Roth2008 · 353 citations
  16. Learning question classifiers: the role of semantic information ↗Natural Language Engineering · no summary yetXin Li, Dan Roth2005 · 329 citations
  17. Driving Semantic Parsing from the World's Response ↗Proceedings of the Fourteenth Conference on Computational Natural Language Learning · no summary yetJames Clarke et al.2010 · 328 citations
  18. A SNoW-Based Face Detector ↗no summary yetMing–Hsuan Yang, Dan Roth, Narendra Ahuja1999 · 310 citations
  19. Joint Mention Extraction and Classification with Mention HypergraphsConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Lu, Dan Roth2015 · 301 citations
  20. Recognizing textual entailment: Rational, evaluation and approaches ↗Natural Language Engineering · no summary yetIdo Dagan et al.2009 · 300 citations
  21. Entity Linking via Joint Encoding of Types, Descriptions, and ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Nitish Gupta, Sameer Singh, Dan Roth2017 · 299 citations
  22. Synthesis Lectures on Human Language Technologies ↗no summary yetIdo Dagan et al.2013 · 288 citations
  23. Importance of semantic representation: dataless classification ↗National Conference on Artificial Intelligence · no summary yetMing‐Wei Chang et al.2008 · 288 citations
  24. “Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetBen Zhou et al.2019 · 283 citations
  25. A Multi-Axis Annotation Scheme for Event Temporal Relations ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetQiang Ning, Hao Wu, Dan Roth2018 · 283 citations
  26. Lifted First-Order Probabilistic Inference ↗The MIT Press eBooks · no summary yetRodrigo de Salvo Braz, Eyal Amir A, Dan Roth2007 · 279 citations
  27. Knowing What to Believe (when you already know something) ↗Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010) · no summary yetJeff Pasternack, Dan Roth2010 · 276 citations
  28. Guiding Semi-Supervision with Constraint-Driven Learning ↗Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics · no summary yetMing-Wei Chang, Lev Ratinov, Dan Roth2007 · 257 citations
  29. Relational Inference for WikificationConference on Empirical Methods in Natural Language Processing (EMNLP)Xiao Cheng, Dan Roth2013 · 255 citations
  30. Minimally Supervised Event Causality Identification ↗Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing · no summary yetQuang Do, Yee Seng Chan, Dan Roth2011 · 255 citations
  31. Exploiting Syntactico-Semantic Structures for Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Yee Seng Chan, Dan Roth2011 · 252 citations
  32. Cross-lingual Models of Word Embeddings: An Empirical ComparisonAnnual Meeting of the Association for Computational Linguistics (ACL)Shyam Upadhyay, Manaal Faruqui, Chris Dyer, et al.2016 · 247 citations
  33. Recognizing Textual Entailment: Models and Applications ↗Synthesis Lectures on Human Language Technologies · no summary yetIdo Dagan et al.2013 · 240 citations
  34. Joint Reasoning for Temporal and Causal Relations ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetQiang Ning et al.2018 · 237 citations
  35. The Use of Classifiers in Sequential Inference ↗arXiv (Cornell University) · no summary yetVasin Punyakanok, Dan Roth2001 · 232 citations
  36. Learning to Resolve Natural Language Ambiguities: A Unified Approach ↗arXiv (Cornell University) · no summary yetDan Roth1998 · 227 citations
  37. Integer linear programming inference for conditional random fields ↗International Conference on Machine Learning · no summary yetDan Roth, Wen-tau Yih2005 · 226 citations
  38. Semantic Role Labeling Via Integer Linear Programming Inference ↗COLING 2004: Proceedings of the 20th International Conference on Computational Linguistics · no summary yetVasin Punyakanok et al.2004 · 226 citations
  39. Joint Inference for Event Timeline Construction ↗Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning · no summary yetQuang Do, Wei Lu, Dan Roth2012 · 211 citations
  40. Cheap Translation for Cross-Lingual Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Stephen Mayhew, Chen-Tse Tsai, Dan Roth2017 · 210 citations
  41. Reasoning about Quantities in Natural Language ↗Transactions of the Association for Computational Linguistics · no summary yetSubhro Roy, Tim Vieira, Dan Roth2015 · 210 citations
  42. BLINK: Multimodal Large Language Models Can See but Not Perceive ↗arXiv:2404.12390 · no summary yetXingyu Fu et al.2024 · 206 citations
  43. Global Inference for Entity and Relation Identification via a Linear Programming Formulation ↗The MIT Press eBooks · no summary yetDan Roth, Wen-tau Yih2007 · 204 citations
  44. Event Detection and Co-reference with Minimal SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP)Haoruo Peng, Yangqiu Song, Dan Roth2016 · 182 citations
  45. Mistake-Driven Learning in Text Categorization ↗Second Conference on Empirical Methods in Natural Language Processing · no summary yetIdo Dagan, Yael Karov, Dan Roth1997 · 181 citations
  46. Extending Multilingual BERT to Low-Resource Languages ↗arXiv:2004.13640 · no summary yetZihan Wang et al.2020 · 179 citations
  47. Generalized Inference with Multiple Semantic Role Labeling Systems ↗Proceedings of the Ninth Conference on Computational Natural Language Learning (CoNLL-2005) · no summary yetPeter Koomen et al.2005 · 174 citations
  48. Algorithm Selection and Model Adaptation for ESL Correction Tasks ↗Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yetAlla Rozovskaya, Dan Roth2011 · 173 citations
  49. Constraint Classification: A New Approach to Multiclass Classification ↗Lecture notes in computer science · no summary yetSariel Har-Peled, Dan Roth, Dav Zimak2002 · 173 citations
  50. Joint Constrained Learning for Event-Event Relation Extraction ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetHaoyu Wang et al.2020 · 172 citations
  51. Seeing Things from a Different Angle:Discovering Diverse Perspectives about ClaimsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sihao Chen, Daniel Khashabi, Wenpeng Yin, et al.2019 · 172 citations
  52. Learning invariants using decision trees and implication counterexamples ↗ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages (POPL) · no summary yetPranav Garg et al.2016 · 171 citations
  53. Latent credibility analysis ↗International World Wide Web Conference (WWW) · no summary yetJeff Pasternack, Dan Roth2013 · 171 citations
  54. The necessity of syntactic parsing for semantic role labeling ↗no summary yetVasin Punyakanok, Dan Roth, Wen-tau Yih2005 · 166 citations
  55. A Structured Learning Approach to Temporal Relation Extraction ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetQiang Ning, Zhili Feng, Dan Roth2017 · 165 citations
  56. BabyBERTa: Learning More Grammar With Small-Scale Child-Directed LanguageConference on Computational Natural Language Learning (CoNLL)Philip A. Huebner, Elior Sulem, Fisher Cynthia, et al.2021 · 164 citations
  57. Learning cost-sensitive active classifiers☆☆This extends the short conference paper [19]. ↗Artificial Intelligence · no summary yetRussell Greiner, Adam J. Grove, Dan Roth2002 · 161 citations
  58. Structured learning with constrained conditional models ↗Machine Learning · no summary yetMing-Wei Chang, Lev Ratinov, Dan Roth2012 · 160 citations
  59. Emotions from Text: Machine Learning for Text-based Emotion PredictionHuman Language Technology Conference (HLT)Cecilia Ovesdotter Alm, Dan Roth, Richard Sproat2005 · 160 citations
  60. Probabilistic Reasoning for Entity & Relation Recognition ↗COLING 2002: The 19th International Conference on Computational Linguistics · no summary yetDan Roth, Wen-tau Yih2002 · 159 citations
  61. Visual Pivoting for (Unsupervised) Entity Alignment ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetFangyu Liu et al.2021 · 157 citations
  62. Cross-lingual Wikification Using Multilingual EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chen-Tse Tsai, Dan Roth2016 · 157 citations
  63. Cross-Lingual Named Entity Recognition via Wikification ↗Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning · no summary yetChen-Tse Tsai, Stephen Mayhew, Dan Roth2016 · 154 citations
  64. On Dataless Hierarchical Text Classification ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYangqiu Song, Dan Roth2014 · 154 citations
  65. Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a SummaryTransactions of the Association for Computational Linguistics (TACL)Daniel Deutsch, Tania Bedrax-Weiss, Dan Roth2021 · 152 citations
  66. TORQUE: A Reading Comprehension Dataset of Temporal Ordering QuestionsQiang Ning, Hao Wu, Rujun Han, et al.English · 152 citations
  67. Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and SelectionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sihao Chen, Fan Zhang, Kazoo Sone, et al.2021 · 151 citations
  68. Margin-Based Active Learning for Structured Output Spaces ↗ECML 2006, LNCS 4212 · no summary yetDan Roth, Kevin Small2006 · 148 citations
  69. Rethinking with Retrieval: Faithful Large Language Model Inference ↗arXiv:2301.00303 · no summary yetHangfeng He, Hongming Zhang, Dan Roth2023 · 143 citations
  70. Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan RothMova's core list · 143 citations
  71. Weakly Supervised Named Entity Transliteration and Discovery from Multilingual Comparable Corpora ↗Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics · no summary yetAlexandre Klementiev, Dan Roth2006 · 142 citations
  72. Temporal Common Sense Acquisition with Minimal Supervision ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetBen Zhou et al.2020 · 140 citations
  73. Audio-Visual Affect Recognition ↗IEEE Transactions on Multimedia · no summary yetZ. Zeng et al.2006 · 137 citations
  74. Training Paradigms for Correcting Errors in Grammar and Usage ↗Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics · no summary yetAlla Rozovskaya, Dan Roth2010 · 134 citations
  75. Generating Confusion Sets for Context-Sensitive Error Correction ↗Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing · no summary yetAlla Rozovskaya, Dan Roth2010 · 131 citations
  76. Unit Dependency Graph and its Application to Arithmetic Word Problem SolvingSubhro Roy, Dan RothMova's core list · 130 citations
  77. Story Comprehension for Predicting What Happens Next ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetSnigdha Chaturvedi, Haoruo Peng, Dan Roth2017 · 130 citations
  78. Zero-shot Event Extraction via Transfer Learning: Challenges and InsightsAnnual Meeting of the Association for Computational Linguistics (ACL)Qing Lyu, Hongming Zhang, Elior Sulem, et al.2021 · 128 citations
  79. Learning and inference over constrained output ↗no summary yetVasin Punyakanok et al.2005 · 127 citations
  80. Grammar Error Correction in Morphologically Rich Languages: The Case of RussianTransactions of the Association for Computational Linguistics (TACL)Alla Rozovskaya, Dan Roth2019 · 126 citations
  81. Annotating ESL Errors: Challenges and Rewards ↗Proceedings of the NAACL HLT 2010 Fifth Workshop on Innovative Use of NLP for Building Educational Applications · no summary yetAlla Rozovskaya, Dan Roth2010 · 124 citations
  82. Applying Winnow to Context-Sensitive Spelling Correction ↗arXiv (Cornell University) · no summary yetAndrew R. Golding, Dan Roth1996 · 124 citations
  83. Label Semantics for Few Shot Named Entity Recognition ↗Findings of the Association for Computational Linguistics: ACL 2022 · no summary yetJie Ma et al.2022 · 123 citations
  84. On kernel methods for relational learning ↗no summary yetChad Cumby, Dan Roth2003 · 120 citations
  85. An Improved Neural Baseline for Temporal Relation Extraction ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetQiang Ning, Sanjay Subramanian, Dan Roth2019 · 119 citations
  86. Commonsense Reasoning for Natural Language Processing ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yetMaarten Sap et al.2020 · 118 citations
  87. Solving Hard Coreference ProblemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Haoruo Peng, Daniel Khashabi, Dan Roth2015 · 118 citations
  88. A Statistical Analysis of Summarization Evaluation Metrics Using Resampling MethodsTransactions of the Association for Computational Linguistics (TACL)Daniel Deutsch, Rotem Dror, Dan Roth2021 · 117 citations
  89. Question Answering via Integer Programming over Semi-Structured Knowledge ↗arXiv (Cornell University) · no summary yetDaniel Khashabi et al.2016 · 117 citations
  90. Part of Speech Tagging Using a Network of Linear Separators ↗36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, Volume 2 · no summary yetDan Roth, Dmitry Zelenko1998 · 115 citations
  91. Neural Module Networks for Reasoning over Text ↗arXiv (Cornell University) · no summary yetNitish Gupta et al.2019 · 114 citations
  92. TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim VerificationConference on Empirical Methods in Natural Language Processing (EMNLP)Wenpeng Yin, Dan Roth2018 · 114 citations
  93. ExpertQA: Expert-Curated Questions and Attributed AnswersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chaitanya Malaviya, Subin Lee, Sihao Chen, et al.2024 · 113 citations
  94. Exploiting Background Knowledge for Relation Extraction ↗Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010) · no summary yetYee Seng Chan, Dan Roth2010 · 113 citations
  95. Grammatical Error Correction: Machine Translation and Classifiers ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAlla Rozovskaya, Dan Roth2016 · 112 citations
  96. Temporal Reasoning on Implicit Events from Distant Supervision ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetBen Zhou et al.2021 · 111 citations
  97. Confidence Driven Unsupervised Semantic Parsing ↗Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yetDan Goldwasser et al.2011 · 109 citations
  98. “Ask Not What Textual Entailment Can Do for You...”Annual Meeting of the Association for Computational Linguistics (ACL)Mark Sammons, V.G.Vinod Vydiswaran, Dan Roth2010 · 108 citations
  99. Question Answering as Global Reasoning Over Semantic Abstractions ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetDaniel Khashabi et al.2018 · 107 citations
  100. Mapping Dependencies Trees: An Application to Question Answering ↗no summary yetVasin Punyakanok, Dan Roth, Wen-tau Yih2003 · 107 citations

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