---
title: "Dan Roth — all works — Elamur Research"
description: "All 654 works of Dan Roth in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/dan-roth/works/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/dan-roth/works/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Dan Roth](https://md.research.elamur.ai/free/en/authors/dan-roth/) / all works

# Dan Roth — all works

654 works · page 1 of 7 · 1–100 · [← Dan Roth](https://md.research.elamur.ai/free/en/authors/dan-roth/)

**1** [2](https://md.research.elamur.ai/free/en/authors/dan-roth/works/page/2/) … [7](https://md.research.elamur.ai/free/en/authors/dan-roth/works/page/7/) [next →](https://md.research.elamur.ai/free/en/authors/dan-roth/works/page/2/)

1. **[Design Challenges and Misconceptions in Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/ratinov-2009-design-challenges-misconceptions-named-entity/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Lev Ratinov, Dan Roth*2009 · 1,844 citations*
2. **[Learning Question Classifiers](https://md.research.elamur.ai/free/en/papers/li-2002-learning-question-classifiers/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Xin Li, Dan Roth*2002 · 1,659 citations*
3. **[Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/min-2021-recent-advances-natural-language-processing/) [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)**Bonan Min, Hayley Ross, Elior Sulem, et al.*2021 · 1,556 citations*
4. **[Learning to detect objects in images via a sparse, part-based representation ↗](https://doi.org/10.1109/tpami.2004.108) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Shivani Agarwal, Abdullah Bin Younas Awan, Dan Roth*2004 · 849 citations*
5. **[Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies ↗](https://aclanthology.org/2021.tacl-1.21/) Transactions of the Association for Computational Linguistics · no summary yet**Mor Geva et al.*2021 · 780 citations*
6. **[Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach](https://md.research.elamur.ai/free/en/papers/yin-2019-benchmarking-zero-shot-text-classification/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Wenpeng Yin, Jamaal Hay, Dan Roth*2019 · 735 citations*
7. [**Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences**Daniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al.*English · 677 citations*](https://md.research.elamur.ai/free/en/papers/khashabi-2018-looking-beyond-surface-challenge-set/)
8. **[A Linear Programming Formulation for Global Inference in Natural Language Tasks](https://md.research.elamur.ai/free/en/papers/roth-2004-linear-programming-formulation-global-inference/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Dan Roth, Wen-tau Yih*2004 · 650 citations*
9. **[On the hardness of approximate reasoning ↗](https://doi.org/10.1016/0004-3702(94)00092-1) Artificial Intelligence · no summary yet**Dan Roth*1996 · 617 citations*
10. [**Solving General Arithmetic Word Problems**Subhro Roy, Dan Roth*Mova's core list · 582 citations*](https://md.research.elamur.ai/free/en/papers/roy-2015-solving-general-arithmetic-word-problems/)
11. **[The Importance of Syntactic Parsing and Inference in Semantic Role Labeling](https://md.research.elamur.ai/free/en/papers/punyakanok-2008-importance-syntactic-parsing-inference-semantic/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Vasin Punyakanok, Dan Roth, Wen-tau Yih*2008 · 542 citations*
12. **[Learning a Sparse Representation for Object Detection ↗](https://doi.org/10.1007/3-540-47979-1_8) Lecture notes in computer science · no summary yet**Shivani Agarwal, Dan Roth*2002 · 509 citations*
13. **[A Winnow-Based Approach to Context-Sensitive Spelling Correction ↗](https://doi.org/10.1023/a:1007545901558) Machine Learning · no summary yet**Andrew R. Golding, Dan Roth*1999 · 373 citations*
14. **[Cross-Lingual Ability of Multilingual BERT: An Empirical Study ↗](https://arxiv.org/abs/1912.07840) arXiv (Cornell University) · no summary yet**K Karthikeyan et al.*2019 · 357 citations*
15. **[Understanding the Value of Features for Coreference Resolution](https://md.research.elamur.ai/free/en/papers/bengtson-2008-understanding-value-features-coreference-resolution/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Eric Bengtson, Dan Roth*2008 · 353 citations*
16. **[Learning question classifiers: the role of semantic information ↗](https://doi.org/10.1017/s1351324905003955) Natural Language Engineering · no summary yet**Xin Li, Dan Roth*2005 · 329 citations*
17. **[Driving Semantic Parsing from the World's Response ↗](https://aclanthology.org/W10-2903/) Proceedings of the Fourteenth Conference on Computational Natural Language Learning · no summary yet**James Clarke et al.*2010 · 328 citations*
18. **[A SNoW-Based Face Detector ↗](https://openalex.org/W2138560582) no summary yet**Ming–Hsuan Yang, Dan Roth, Narendra Ahuja*1999 · 310 citations*
19. **[Joint Mention Extraction and Classification with Mention Hypergraphs](https://md.research.elamur.ai/free/en/papers/lu-2015-joint-mention-extraction-classification-mention/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Wei Lu, Dan Roth*2015 · 301 citations*
20. **[Recognizing textual entailment: Rational, evaluation and approaches ↗](https://doi.org/10.1017/s1351324909990209) Natural Language Engineering · no summary yet**Ido Dagan et al.*2009 · 300 citations*
21. **[Entity Linking via Joint Encoding of Types, Descriptions, and Context](https://md.research.elamur.ai/free/en/papers/gupta-2017-entity-linking-joint-encoding-types/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Nitish Gupta, Sameer Singh, Dan Roth*2017 · 299 citations*
22. **[Synthesis Lectures on Human Language Technologies ↗](https://openalex.org/W2321087410) no summary yet**Ido Dagan et al.*2013 · 288 citations*
23. **[Importance of semantic representation: dataless classification ↗](https://openalex.org/W2108281845) National Conference on Artificial Intelligence · no summary yet**Ming‐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 ↗](https://aclanthology.org/D19-1332/) 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 yet**Ben Zhou et al.*2019 · 283 citations*
25. **[A Multi-Axis Annotation Scheme for Event Temporal Relations ↗](https://aclanthology.org/P18-1122/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Qiang Ning, Hao Wu, Dan Roth*2018 · 283 citations*
26. **[Lifted First-Order Probabilistic Inference ↗](https://doi.org/10.7551/mitpress/7432.003.0017) The MIT Press eBooks · no summary yet**Rodrigo de Salvo Braz, Eyal Amir A, Dan Roth*2007 · 279 citations*
27. **[Knowing What to Believe (when you already know something) ↗](https://aclanthology.org/C10-1099/) Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010) · no summary yet**Jeff Pasternack, Dan Roth*2010 · 276 citations*
28. **[Guiding Semi-Supervision with Constraint-Driven Learning ↗](https://aclanthology.org/P07-1036/) Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics · no summary yet**Ming-Wei Chang, Lev Ratinov, Dan Roth*2007 · 257 citations*
29. **[Relational Inference for Wikification](https://md.research.elamur.ai/free/en/papers/cheng-2013-relational-inference-wikification/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xiao Cheng, Dan Roth*2013 · 255 citations*
30. **[Minimally Supervised Event Causality Identification ↗](https://aclanthology.org/D11-1027/) Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing · no summary yet**Quang Do, Yee Seng Chan, Dan Roth*2011 · 255 citations*
31. **[Exploiting Syntactico-Semantic Structures for Relation Extraction](https://md.research.elamur.ai/free/en/papers/chan-2011-exploiting-syntactico-semantic-structures-relation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yee Seng Chan, Dan Roth*2011 · 252 citations*
32. **[Cross-lingual Models of Word Embeddings: An Empirical Comparison](https://md.research.elamur.ai/free/en/papers/upadhyay-2016-cross-lingual-models-word-embeddings/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shyam Upadhyay, Manaal Faruqui, Chris Dyer, et al.*2016 · 247 citations*
33. **[Recognizing Textual Entailment: Models and Applications ↗](https://doi.org/10.1007/978-3-031-02151-0) Synthesis Lectures on Human Language Technologies · no summary yet**Ido Dagan et al.*2013 · 240 citations*
34. **[Joint Reasoning for Temporal and Causal Relations ↗](https://aclanthology.org/P18-1212/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Qiang Ning et al.*2018 · 237 citations*
35. **[The Use of Classifiers in Sequential Inference ↗](https://arxiv.org/abs/cs/0111003) arXiv (Cornell University) · no summary yet**Vasin Punyakanok, Dan Roth*2001 · 232 citations*
36. **[Learning to Resolve Natural Language Ambiguities: A Unified Approach ↗](https://arxiv.org/abs/cs/9811010) arXiv (Cornell University) · no summary yet**Dan Roth*1998 · 227 citations*
37. **[Integer linear programming inference for conditional random fields ↗](https://doi.org/10.1145/1102351.1102444) International Conference on Machine Learning · no summary yet**Dan Roth, Wen-tau Yih*2005 · 226 citations*
38. **[Semantic Role Labeling Via Integer Linear Programming Inference ↗](https://aclanthology.org/C04-1197/) COLING 2004: Proceedings of the 20th International Conference on Computational Linguistics · no summary yet**Vasin Punyakanok et al.*2004 · 226 citations*
39. **[Joint Inference for Event Timeline Construction ↗](https://aclanthology.org/D12-1062/) Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning · no summary yet**Quang Do, Wei Lu, Dan Roth*2012 · 211 citations*
40. **[Cheap Translation for Cross-Lingual Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/mayhew-2017-cheap-translation-cross-lingual-named/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Stephen Mayhew, Chen-Tse Tsai, Dan Roth*2017 · 210 citations*
41. **[Reasoning about Quantities in Natural Language ↗](https://aclanthology.org/Q15-1001/) Transactions of the Association for Computational Linguistics · no summary yet**Subhro Roy, Tim Vieira, Dan Roth*2015 · 210 citations*
42. **[BLINK: Multimodal Large Language Models Can See but Not Perceive ↗](https://arxiv.org/abs/2404.12390) arXiv:2404.12390 · no summary yet**Xingyu Fu et al.*2024 · 206 citations*
43. **[Global Inference for Entity and Relation Identification via a Linear Programming Formulation ↗](https://doi.org/10.7551/mitpress/7432.003.0022) The MIT Press eBooks · no summary yet**Dan Roth, Wen-tau Yih*2007 · 204 citations*
44. **[Event Detection and Co-reference with Minimal Supervision](https://md.research.elamur.ai/free/en/papers/peng-2016-event-detection-co-reference-minimal/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Haoruo Peng, Yangqiu Song, Dan Roth*2016 · 182 citations*
45. **[Mistake-Driven Learning in Text Categorization ↗](https://aclanthology.org/W97-0306/) Second Conference on Empirical Methods in Natural Language Processing · no summary yet**Ido Dagan, Yael Karov, Dan Roth*1997 · 181 citations*
46. **[Extending Multilingual BERT to Low-Resource Languages ↗](https://arxiv.org/abs/2004.13640) arXiv:2004.13640 · no summary yet**Zihan Wang et al.*2020 · 179 citations*
47. **[Generalized Inference with Multiple Semantic Role Labeling Systems ↗](https://aclanthology.org/W05-0625/) Proceedings of the Ninth Conference on Computational Natural Language Learning (CoNLL-2005) · no summary yet**Peter Koomen et al.*2005 · 174 citations*
48. **[Algorithm Selection and Model Adaptation for ESL Correction Tasks ↗](https://aclanthology.org/P11-1093/) Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Alla Rozovskaya, Dan Roth*2011 · 173 citations*
49. **[Constraint Classification: A New Approach to Multiclass Classification ↗](https://doi.org/10.1007/3-540-36169-3_29) Lecture notes in computer science · no summary yet**Sariel Har-Peled, Dan Roth, Dav Zimak*2002 · 173 citations*
50. **[Joint Constrained Learning for Event-Event Relation Extraction ↗](https://aclanthology.org/2020.emnlp-main.51/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Haoyu Wang et al.*2020 · 172 citations*
51. **[Seeing Things from a Different Angle:Discovering Diverse Perspectives about Claims](https://md.research.elamur.ai/free/en/papers/chen-2019-seeing-things-different-angle-discovering/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Sihao Chen, Daniel Khashabi, Wenpeng Yin, et al.*2019 · 172 citations*
52. **[Learning invariants using decision trees and implication counterexamples ↗](https://doi.org/10.1145/2837614.2837664) ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages (POPL) · no summary yet**Pranav Garg et al.*2016 · 171 citations*
53. **[Latent credibility analysis ↗](https://doi.org/10.1145/2488388.2488476) International World Wide Web Conference (WWW) · no summary yet**Jeff Pasternack, Dan Roth*2013 · 171 citations*
54. **[The necessity of syntactic parsing for semantic role labeling ↗](https://openalex.org/W1531859941) no summary yet**Vasin Punyakanok, Dan Roth, Wen-tau Yih*2005 · 166 citations*
55. **[A Structured Learning Approach to Temporal Relation Extraction ↗](https://aclanthology.org/D17-1108/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Qiang Ning, Zhili Feng, Dan Roth*2017 · 165 citations*
56. **[BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language](https://md.research.elamur.ai/free/en/papers/huebner-2021-babyberta-learning-more-grammar-small/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/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. ↗](https://doi.org/10.1016/s0004-3702(02)00209-6) Artificial Intelligence · no summary yet**Russell Greiner, Adam J. Grove, Dan Roth*2002 · 161 citations*
58. **[Structured learning with constrained conditional models ↗](https://doi.org/10.1007/s10994-012-5296-5) Machine Learning · no summary yet**Ming-Wei Chang, Lev Ratinov, Dan Roth*2012 · 160 citations*
59. **[Emotions from Text: Machine Learning for Text-based Emotion Prediction](https://md.research.elamur.ai/free/en/papers/alm-2005-emotions-text-machine-learning-text/) [Human Language Technology Conference (HLT)](https://md.research.elamur.ai/free/en/venues/hlt/)**Cecilia Ovesdotter Alm, Dan Roth, Richard Sproat*2005 · 160 citations*
60. **[Probabilistic Reasoning for Entity & Relation Recognition ↗](https://aclanthology.org/C02-1151/) COLING 2002: The 19th International Conference on Computational Linguistics · no summary yet**Dan Roth, Wen-tau Yih*2002 · 159 citations*
61. **[Visual Pivoting for (Unsupervised) Entity Alignment ↗](https://doi.org/10.1609/aaai.v35i5.16550) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Fangyu Liu et al.*2021 · 157 citations*
62. **[Cross-lingual Wikification Using Multilingual Embeddings](https://md.research.elamur.ai/free/en/papers/tsai-2016-cross-lingual-wikification-multilingual-embeddings/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Chen-Tse Tsai, Dan Roth*2016 · 157 citations*
63. **[Cross-Lingual Named Entity Recognition via Wikification ↗](https://aclanthology.org/K16-1022/) Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning · no summary yet**Chen-Tse Tsai, Stephen Mayhew, Dan Roth*2016 · 154 citations*
64. **[On Dataless Hierarchical Text Classification ↗](https://doi.org/10.1609/aaai.v28i1.8938) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Yangqiu Song, Dan Roth*2014 · 154 citations*
65. **[Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary](https://md.research.elamur.ai/free/en/papers/deutsch-2021-question-answering-as-automatic-metric/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Daniel Deutsch, Tania Bedrax-Weiss, Dan Roth*2021 · 152 citations*
66. [**TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions**Qiang Ning, Hao Wu, Rujun Han, et al.*English · 152 citations*](https://md.research.elamur.ai/free/en/papers/ning-2020-torque-reading-comprehension-dataset-temporal/)
67. **[Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection](https://md.research.elamur.ai/free/en/papers/chen-2021-improving-faithfulness-abstractive-summarization-contrast/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Sihao Chen, Fan Zhang, Kazoo Sone, et al.*2021 · 151 citations*
68. **[Margin-Based Active Learning for Structured Output Spaces ↗](https://doi.org/10.1007/11871842_40) ECML 2006, LNCS 4212 · no summary yet**Dan Roth, Kevin Small*2006 · 148 citations*
69. **[Rethinking with Retrieval: Faithful Large Language Model Inference ↗](https://arxiv.org/abs/2301.00303) arXiv:2301.00303 · no summary yet**Hangfeng He, Hongming Zhang, Dan Roth*2023 · 143 citations*
70. [**Mapping to Declarative Knowledge for Word Problem Solving**Subhro Roy, Dan Roth*Mova's core list · 143 citations*](https://md.research.elamur.ai/free/en/papers/roy-2018-mapping-declarative-knowledge-word-problem/)
71. **[Weakly Supervised Named Entity Transliteration and Discovery from Multilingual Comparable Corpora ↗](https://aclanthology.org/P06-1103/) Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics · no summary yet**Alexandre Klementiev, Dan Roth*2006 · 142 citations*
72. **[Temporal Common Sense Acquisition with Minimal Supervision ↗](https://aclanthology.org/2020.acl-main.678/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Ben Zhou et al.*2020 · 140 citations*
73. **[Audio-Visual Affect Recognition ↗](https://doi.org/10.1109/tmm.2006.886310) IEEE Transactions on Multimedia · no summary yet**Z. Zeng et al.*2006 · 137 citations*
74. **[Training Paradigms for Correcting Errors in Grammar and Usage ↗](https://aclanthology.org/N10-1018/) Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics · no summary yet**Alla Rozovskaya, Dan Roth*2010 · 134 citations*
75. **[Generating Confusion Sets for Context-Sensitive Error Correction ↗](https://aclanthology.org/D10-1094/) Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing · no summary yet**Alla Rozovskaya, Dan Roth*2010 · 131 citations*
76. [**Unit Dependency Graph and its Application to Arithmetic Word Problem Solving**Subhro Roy, Dan Roth*Mova's core list · 130 citations*](https://md.research.elamur.ai/free/en/papers/roy-2017-unit-dependency-graph-arithmetic/)
77. **[Story Comprehension for Predicting What Happens Next ↗](https://aclanthology.org/D17-1168/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Snigdha Chaturvedi, Haoruo Peng, Dan Roth*2017 · 130 citations*
78. **[Zero-shot Event Extraction via Transfer Learning: Challenges and Insights](https://md.research.elamur.ai/free/en/papers/lyu-2021-zero-shot-event-extraction-transfer/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qing Lyu, Hongming Zhang, Elior Sulem, et al.*2021 · 128 citations*
79. **[Learning and inference over constrained output ↗](https://openalex.org/W1781547478) no summary yet**Vasin Punyakanok et al.*2005 · 127 citations*
80. **[Grammar Error Correction in Morphologically Rich Languages: The Case of Russian](https://md.research.elamur.ai/free/en/papers/rozovskaya-2019-grammar-error-correction-morphologically-rich/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Alla Rozovskaya, Dan Roth*2019 · 126 citations*
81. **[Annotating ESL Errors: Challenges and Rewards ↗](https://aclanthology.org/W10-1004/) Proceedings of the NAACL HLT 2010 Fifth Workshop on Innovative Use of NLP for Building Educational Applications · no summary yet**Alla Rozovskaya, Dan Roth*2010 · 124 citations*
82. **[Applying Winnow to Context-Sensitive Spelling Correction ↗](https://arxiv.org/abs/cmp-lg/9607024) arXiv (Cornell University) · no summary yet**Andrew R. Golding, Dan Roth*1996 · 124 citations*
83. **[Label Semantics for Few Shot Named Entity Recognition ↗](https://aclanthology.org/2022.findings-acl.155/) Findings of the Association for Computational Linguistics: ACL 2022 · no summary yet**Jie Ma et al.*2022 · 123 citations*
84. **[On kernel methods for relational learning ↗](https://openalex.org/W2129665406) no summary yet**Chad Cumby, Dan Roth*2003 · 120 citations*
85. **[An Improved Neural Baseline for Temporal Relation Extraction ↗](https://aclanthology.org/D19-1642/) 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 yet**Qiang Ning, Sanjay Subramanian, Dan Roth*2019 · 119 citations*
86. **[Commonsense Reasoning for Natural Language Processing ↗](https://aclanthology.org/2020.acl-tutorials.7/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yet**Maarten Sap et al.*2020 · 118 citations*
87. **[Solving Hard Coreference Problems](https://md.research.elamur.ai/free/en/papers/peng-2015-solving-hard-coreference-problems/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Haoruo Peng, Daniel Khashabi, Dan Roth*2015 · 118 citations*
88. **[A Statistical Analysis of Summarization Evaluation Metrics Using Resampling Methods](https://md.research.elamur.ai/free/en/papers/deutsch-2021-statistical-analysis-summarization-evaluation-metrics/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Daniel Deutsch, Rotem Dror, Dan Roth*2021 · 117 citations*
89. **[Question Answering via Integer Programming over Semi-Structured Knowledge ↗](https://arxiv.org/abs/1604.06076) arXiv (Cornell University) · no summary yet**Daniel Khashabi et al.*2016 · 117 citations*
90. **[Part of Speech Tagging Using a Network of Linear Separators ↗](https://aclanthology.org/P98-2186/) 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, Volume 2 · no summary yet**Dan Roth, Dmitry Zelenko*1998 · 115 citations*
91. **[Neural Module Networks for Reasoning over Text ↗](https://arxiv.org/abs/1912.04971) arXiv (Cornell University) · no summary yet**Nitish Gupta et al.*2019 · 114 citations*
92. **[TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification](https://md.research.elamur.ai/free/en/papers/yin-2018-twowingos-two-wing-optimization-strategy/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Wenpeng Yin, Dan Roth*2018 · 114 citations*
93. **[ExpertQA: Expert-Curated Questions and Attributed Answers](https://md.research.elamur.ai/free/en/papers/malaviya-2024-expertqa-expert-curated-questions-attributed/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Chaitanya Malaviya, Subin Lee, Sihao Chen, et al.*2024 · 113 citations*
94. **[Exploiting Background Knowledge for Relation Extraction ↗](https://aclanthology.org/C10-1018/) Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010) · no summary yet**Yee Seng Chan, Dan Roth*2010 · 113 citations*
95. **[Grammatical Error Correction: Machine Translation and Classifiers ↗](https://aclanthology.org/P16-1208/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Alla Rozovskaya, Dan Roth*2016 · 112 citations*
96. **[Temporal Reasoning on Implicit Events from Distant Supervision ↗](https://aclanthology.org/2021.naacl-main.107/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Ben Zhou et al.*2021 · 111 citations*
97. **[Confidence Driven Unsupervised Semantic Parsing ↗](https://aclanthology.org/P11-1149/) Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Dan Goldwasser et al.*2011 · 109 citations*
98. **[“Ask Not What Textual Entailment Can Do for You...”](https://md.research.elamur.ai/free/en/papers/sammons-2010-ask-not-what-textual-entailment/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mark Sammons, V.G.Vinod Vydiswaran, Dan Roth*2010 · 108 citations*
99. **[Question Answering as Global Reasoning Over Semantic Abstractions ↗](https://doi.org/10.1609/aaai.v32i1.11574) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Daniel Khashabi et al.*2018 · 107 citations*
100. **[Mapping Dependencies Trees: An Application to Question Answering ↗](https://openalex.org/W62188290) no summary yet**Vasin Punyakanok, Dan Roth, Wen-tau Yih*2003 · 107 citations*

**1** [2](https://md.research.elamur.ai/free/en/authors/dan-roth/works/page/2/) … [7](https://md.research.elamur.ai/free/en/authors/dan-roth/works/page/7/) [next →](https://md.research.elamur.ai/free/en/authors/dan-roth/works/page/2/)