🧑‍🔬 Michael Collins — all works

50 works · ← Michael Collins

1. Natural Questions: A Benchmark for Question Answering ResearchTransactions of the Association for Computational Linguistics (TACL)Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, et al.2019 · 4,093 citations
2. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron AlgorithmsMichael CollinsMova's core list · 2,515 citations
3. Head-Driven Statistical Models for Natural Language ParsingMichael CollinsEnglish · 2,003 citations
4. BoolQ: Exploring the Surprising Difficulty of Natural Yes/No QuestionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Christopher Clark, Kenton Lee, Ming-Wei Chang, et al.2019 · 1,330 citations
5. Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial GrammarsarXiv:1207.1420Luke S. Zettlemoyer, Michael Collins2012 · 1,085 citations
6. Three Generative, Lexicalised Models for Statistical ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Michael Collins1997 · 1,049 citations
7. Unsupervised Models for Named Entity ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Michael Collins, Yoram Singer1999 · 994 citations
8. Discriminative Reranking for Natural Language ParsingMichael Collins, Terry KooMova's core list · 993 citations
9. Clause Restructuring for Statistical Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Michael Collins, Philipp Koehn, Ivona Kučerová2005 · 920 citations
10. TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesTransactions of the Association for Computational Linguistics (TACL)Jonathan H. Clark, Eunsol Choi, Michael Collins, et al.2020 · 704 citations
11. Globally Normalized Transition-Based Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Andor, Chris Alberti, David Weiss, et al.2016 · 683 citations
12. Simple Semi-supervised Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Terry Koo, Xavier Carreras, Michael Collins2008 · 657 citations
13. Incremental Parsing with the Perceptron AlgorithmMichael Collins, Brian RoarkMova's core list · 569 citations
14. Online Learning of Relaxed CCG Grammars for Parsing to Logical Form ↗Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL) · no summary yetLuke Zettlemoyer, Michael Collins2007 · 547 citations
15. Sparse, Dense, and Attentional Representations for Text RetrievalTransactions of the Association for Computational Linguistics (TACL)Yi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 503 citations
16. Synthetic QA Corpora Generation with Roundtrip ConsistencyAnnual Meeting of the Association for Computational Linguistics (ACL)Chris Alberti, Daniel Andor, Emily Pitler, et al.2019 · 361 citations
17. Conditional random fields for object recognition ↗no summary yetAriadna Quattoni, Michael Collins, Trevor Jackson Darrell2004 · 359 citations
18. Chinese Syntactic Reordering for Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Chao Wang, Michael Collins, Philipp Koehn2007 · 314 citations
19. A Statistical Parser for CzechAnnual Meeting of the Association for Computational Linguistics (ACL)Michael Collins, Jan Hajic, Lance Ramshaw, et al.1999 · 280 citations
20. Max-Margin Parsing ↗Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing · no summary yetBen Taskar et al.2004 · 268 citations
21. Learning Context-Dependent Mappings from Sentences to Logical FormAnnual Meeting of the Association for Computational Linguistics (ACL)Luke Zettlemoyer, Michael Collins2009 · 246 citations
22. On Dual Decomposition and Linear Programming Relaxations for Natural Language ProcessingConference on Empirical Methods in Natural Language Processing (EMNLP)Alexander M. Rush, David Sontag, Michael Collins, et al.2010 · 240 citations
23. Prepositional Phrase Attachment through a Backed-off ModelMichael Collins, James BrooksEnglish · 236 citations
24. Fusion of Detected Objects in Text for Visual Question Answering ↗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 yetChris Alberti et al.2019 · 218 citations
25. Transforming Dependency Structures to Logical Forms for Semantic Parsing ↗Transactions of the Association for Computational Linguistics · no summary yetSiva Reddy et al.2016 · 206 citations
26. Measuring Attribution in Natural Language Generation ModelsComputational LinguisticsHannah Rashkin, Vitaly Nikolaev, Matthew Lamm, et al.2023 · 201 citations
27. Decontextualization: Making Sentences Stand-AloneTransactions of the Association for Computational Linguistics (TACL)Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, et al.2021 · 137 citations
28. A Discriminative Model for Tree-to-Tree Translation ↗Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing · no summary yetBrooke Cowan, Ivona Kuc̆erová, Michael Collins2006 · 118 citations
29. An efficient projection for l 1 , ∞ regularization ↗International Conference on Machine Learning · no summary yetAriadna Quattoni et al.2009 · 116 citations
30. Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?Transactions of the Association for Computational Linguistics (TACL)Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, et al.2022 · 113 citations
31. Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetZhuang Ma, Michael Collins2018 · 112 citations
32. Learning Visual Representations using Images with Captions ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAriadna Quattoni, Michael Collins, Trevor Jackson Darrell2007 · 109 citations
33. NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned ↗arXiv (Cornell University) · no summary yetSewon Min et al.2021 · 108 citations
34. Density-Driven Cross-Lingual Transfer of Dependency Parsers ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetMohammad Sadegh Rasooli, Michael Collins2015 · 104 citations
35. The Rules Behind Roles: Identifying speaker role in radio broadcasts ↗no summary yetRegina Barzilay et al.2000 · 102 citations
36. QED: A Framework and Dataset for Explanations in Question AnsweringTransactions of the Association for Computational Linguistics (TACL)Matthew Lamm, Jennimaria Palomaki, Chris Alberti, et al.2021 · 91 citations
37. Dual Decomposition for Parsing with Non-Projective Head AutomataConference on Empirical Methods in Natural Language Processing (EMNLP)Terry Koo, Alexander M. Rush, Michael Collins, et al.2010 · 82 citations
38. Coreference Resolution through a seq2seq Transition-Based SystemTransactions of the Association for Computational Linguistics (TACL)Bernd Bohnet, Chris Alberti, Michael Collins2023 · 77 citations
39. Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation ↗Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yetAlexander M. Rush, Michael Collins2011 · 73 citations
40. Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov ModelsTransactions of the Association for Computational Linguistics (TACL)Karl Stratos, Michael Collins, Daniel Hsu2016 · 66 citations
41. A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning ChainsAnnual Meeting of the Association for Computational Linguistics (ACL)Alon Jacovi, Yonatan Bitton, Bernd Bohnet, et al.2024 · 54 citations
42. Controlled Decoding from Language Models ↗arXiv (Cornell University) · no summary yetSidharth Mudgal et al.2023 · 44 citations
43. Non-Projective Parsing for Statistical Machine Translation ↗Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing · no summary yetXavier Carreras, Michael Collins2009 · 40 citations
44. Transfer learning algorithms for image classification ↗no summary yetMichael Collins, Trevor Jackson Darrell, Ariadna Quattoni2009 · 5 citations
45. Learning to Reject with a Fixed Predictor: Application to Decontextualization ↗arXiv (Cornell University) · no summary yetChristopher Mohri et al.2023 · 1 citation
46. Learning context-dependent mappings from sentences to logical forms ↗no summary yetLuke Zettlemoyer, Michael Collins2009 · 1 citation
47. n Sequence Models ↗no summary yetLuke Zettlemoyer et al.2014
48. T.: Learning visual representations using images with captions ↗no summary yetAriadna Quattoni, Michael Collins, Trevor Jackson Darrell2007
49. Incorporating Semantic Constraints into a Discriminative Categorization and Labelling Model. ↗IEEE International Conference on Computer Vision Workshops · no summary yetAriadna Quattoni, Michael Collins, Trevor Jackson Darrell2005
50. The rules behind the roles: identifying speaker roles in radio broadcasts ↗no summary yetRegina Barzilay et al.2000

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