---
title: "Michael Collins — all works — Elamur Research"
description: "All 50 works of Michael Collins 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/michael-collins/works/"
---
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# Michael Collins — all works

50 works · [← Michael Collins](https://md.research.elamur.ai/free/en/authors/michael-collins/)

1. **[Natural Questions: A Benchmark for Question Answering Research](https://md.research.elamur.ai/free/en/papers/kwiatkowski-2019-natural-questions-benchmark-question-answering/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/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 Algorithms**Michael Collins*Mova's core list · 2,515 citations*](https://md.research.elamur.ai/free/en/papers/collins-2002-discriminative-training-methods-hidden-markov/)
3. [**Head-Driven Statistical Models for Natural Language Parsing**Michael Collins*English · 2,003 citations*](https://md.research.elamur.ai/free/en/papers/collins-2003-head-driven-statistical-models-natural/)
4. **[BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions](https://md.research.elamur.ai/free/en/papers/clark-2019-boolq-exploring-surprising-difficulty-natural/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/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 Grammars arXiv:1207.1420**Luke S. Zettlemoyer, Michael Collins*2012 · 1,085 citations*](https://md.research.elamur.ai/free/en/papers/zettlemoyer-2012-learning-map-sentences-logical-form/)
6. **[Three Generative, Lexicalised Models for Statistical Parsing](https://md.research.elamur.ai/free/en/papers/collins-1997-three-generative-lexicalised-models-statistical/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Michael Collins*1997 · 1,049 citations*
7. **[Unsupervised Models for Named Entity Classification](https://md.research.elamur.ai/free/en/papers/collins-1999-unsupervised-models-named-entity-classification/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Michael Collins, Yoram Singer*1999 · 994 citations*
8. [**Discriminative Reranking for Natural Language Parsing**Michael Collins, Terry Koo*Mova's core list · 993 citations*](https://md.research.elamur.ai/free/en/papers/collins-2000-discriminative-reranking-natural-language-parsing/)
9. **[Clause Restructuring for Statistical Machine Translation](https://md.research.elamur.ai/free/en/papers/collins-2005-clause-restructuring-statistical-machine-translation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Michael Collins, Philipp Koehn, Ivona Kučerová*2005 · 920 citations*
10. **[TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages](https://md.research.elamur.ai/free/en/papers/clark-2020-tydi-qa-benchmark-information-seeking/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Jonathan H. Clark, Eunsol Choi, Michael Collins, et al.*2020 · 704 citations*
11. **[Globally Normalized Transition-Based Neural Networks](https://md.research.elamur.ai/free/en/papers/andor-2016-globally-normalized-transition-based-neural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Daniel Andor, Chris Alberti, David Weiss, et al.*2016 · 683 citations*
12. **[Simple Semi-supervised Dependency Parsing](https://md.research.elamur.ai/free/en/papers/koo-2008-simple-semi-supervised-dependency-parsing/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Terry Koo, Xavier Carreras, Michael Collins*2008 · 657 citations*
13. [**Incremental Parsing with the Perceptron Algorithm**Michael Collins, Brian Roark*Mova's core list · 569 citations*](https://md.research.elamur.ai/free/en/papers/collins-2004-incremental-parsing-perceptron-algorithm/)
14. **[Online Learning of Relaxed CCG Grammars for Parsing to Logical Form ↗](https://aclanthology.org/D07-1071/) Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL) · no summary yet**Luke Zettlemoyer, Michael Collins*2007 · 547 citations*
15. **[Sparse, Dense, and Attentional Representations for Text Retrieval](https://md.research.elamur.ai/free/en/papers/luan-2021-sparse-dense-attentional-representations-text/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Yi Luan, Jacob Eisenstein, Kristina Toutanova, et al.*2021 · 503 citations*
16. **[Synthetic QA Corpora Generation with Roundtrip Consistency](https://md.research.elamur.ai/free/en/papers/alberti-2019-synthetic-qa-corpora-generation-roundtrip/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chris Alberti, Daniel Andor, Emily Pitler, et al.*2019 · 361 citations*
17. **[Conditional random fields for object recognition ↗](https://openalex.org/W2151322733) no summary yet**Ariadna Quattoni, Michael Collins, Trevor Jackson Darrell*2004 · 359 citations*
18. **[Chinese Syntactic Reordering for Statistical Machine Translation](https://md.research.elamur.ai/free/en/papers/wang-2007-chinese-syntactic-reordering-statistical-machine/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Chao Wang, Michael Collins, Philipp Koehn*2007 · 314 citations*
19. **[A Statistical Parser for Czech](https://md.research.elamur.ai/free/en/papers/collins-1999-statistical-parser-czech/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Michael Collins, Jan Hajic, Lance Ramshaw, et al.*1999 · 280 citations*
20. **[Max-Margin Parsing ↗](https://aclanthology.org/W04-3201/) Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing · no summary yet**Ben Taskar et al.*2004 · 268 citations*
21. **[Learning Context-Dependent Mappings from Sentences to Logical Form](https://md.research.elamur.ai/free/en/papers/zettlemoyer-2009-learning-context-dependent-mappings-sentences/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Luke Zettlemoyer, Michael Collins*2009 · 246 citations*
22. **[On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing](https://md.research.elamur.ai/free/en/papers/rush-2010-dual-decomposition-linear-programming-relaxations/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Alexander M. Rush, David Sontag, Michael Collins, et al.*2010 · 240 citations*
23. [**Prepositional Phrase Attachment through a Backed-off Model**Michael Collins, James Brooks*English · 236 citations*](https://md.research.elamur.ai/free/en/papers/collins-1995-prepositional-phrase-attachment-through-backed/)
24. **[Fusion of Detected Objects in Text for Visual Question Answering ↗](https://aclanthology.org/D19-1219/) 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**Chris Alberti et al.*2019 · 218 citations*
25. **[Transforming Dependency Structures to Logical Forms for Semantic Parsing ↗](https://aclanthology.org/Q16-1010/) Transactions of the Association for Computational Linguistics · no summary yet**Siva Reddy et al.*2016 · 206 citations*
26. **[Measuring Attribution in Natural Language Generation Models](https://md.research.elamur.ai/free/en/papers/rashkin-2023-measuring-attribution-natural-language-generation/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm, et al.*2023 · 201 citations*
27. **[Decontextualization: Making Sentences Stand-Alone](https://md.research.elamur.ai/free/en/papers/choi-2021-decontextualization-making-sentences-stand-alone/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, et al.*2021 · 137 citations*
28. **[A Discriminative Model for Tree-to-Tree Translation ↗](https://aclanthology.org/W06-1628/) Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing · no summary yet**Brooke Cowan, Ivona Kuc̆erová, Michael Collins*2006 · 118 citations*
29. **[An efficient projection for l 1 , ∞ regularization ↗](https://doi.org/10.1145/1553374.1553484) International Conference on Machine Learning · no summary yet**Ariadna Quattoni et al.*2009 · 116 citations*
30. **[Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?](https://md.research.elamur.ai/free/en/papers/pruthi-2022-evaluating-explanations-how-much-do/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/D18-1405/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Zhuang Ma, Michael Collins*2018 · 112 citations*
32. **[Learning Visual Representations using Images with Captions ↗](https://doi.org/10.1109/cvpr.2007.383173) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ariadna Quattoni, Michael Collins, Trevor Jackson Darrell*2007 · 109 citations*
33. **[NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned ↗](https://arxiv.org/abs/2101.00133) arXiv (Cornell University) · no summary yet**Sewon Min et al.*2021 · 108 citations*
34. **[Density-Driven Cross-Lingual Transfer of Dependency Parsers ↗](https://aclanthology.org/D15-1039/) Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yet**Mohammad Sadegh Rasooli, Michael Collins*2015 · 104 citations*
35. **[The Rules Behind Roles: Identifying speaker role in radio broadcasts ↗](https://doi.org/10.7916/d8pc39q9) no summary yet**Regina Barzilay et al.*2000 · 102 citations*
36. **[QED: A Framework and Dataset for Explanations in Question Answering](https://md.research.elamur.ai/free/en/papers/lamm-2021-qed-framework-dataset-explanations-question/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Matthew Lamm, Jennimaria Palomaki, Chris Alberti, et al.*2021 · 91 citations*
37. **[Dual Decomposition for Parsing with Non-Projective Head Automata](https://md.research.elamur.ai/free/en/papers/koo-2010-dual-decomposition-parsing-non-projective/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Terry Koo, Alexander M. Rush, Michael Collins, et al.*2010 · 82 citations*
38. **[Coreference Resolution through a seq2seq Transition-Based System](https://md.research.elamur.ai/free/en/papers/bohnet-2023-coreference-resolution-through-seq2seq-transition/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Bernd Bohnet, Chris Alberti, Michael Collins*2023 · 77 citations*
39. **[Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation ↗](https://aclanthology.org/P11-1008/) Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Alexander M. Rush, Michael Collins*2011 · 73 citations*
40. **[Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models](https://md.research.elamur.ai/free/en/papers/stratos-2016-unsupervised-part-speech-tagging-anchor/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Karl Stratos, Michael Collins, Daniel Hsu*2016 · 66 citations*
41. **[A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains](https://md.research.elamur.ai/free/en/papers/jacovi-2024-chain-thought-is-as-strong/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Alon Jacovi, Yonatan Bitton, Bernd Bohnet, et al.*2024 · 54 citations*
42. **[Controlled Decoding from Language Models ↗](https://arxiv.org/abs/2310.17022) arXiv (Cornell University) · no summary yet**Sidharth Mudgal et al.*2023 · 44 citations*
43. **[Non-Projective Parsing for Statistical Machine Translation ↗](https://aclanthology.org/D09-1021/) Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing · no summary yet**Xavier Carreras, Michael Collins*2009 · 40 citations*
44. **[Transfer learning algorithms for image classification ↗](https://openalex.org/W2137584471) no summary yet**Michael Collins, Trevor Jackson Darrell, Ariadna Quattoni*2009 · 5 citations*
45. **[Learning to Reject with a Fixed Predictor: Application to Decontextualization ↗](https://arxiv.org/abs/2301.09044) arXiv (Cornell University) · no summary yet**Christopher Mohri et al.*2023 · 1 citation*
46. **[Learning context-dependent mappings from sentences to logical forms ↗](https://openalex.org/W7095150811) no summary yet**Luke Zettlemoyer, Michael Collins*2009 · 1 citation*
47. **[n Sequence Models ↗](https://openalex.org/W7095098741) no summary yet**Luke Zettlemoyer et al.*2014*
48. **[T.: Learning visual representations using images with captions ↗](https://openalex.org/W7099924077) no summary yet**Ariadna Quattoni, Michael Collins, Trevor Jackson Darrell*2007*
49. **[Incorporating Semantic Constraints into a Discriminative Categorization and Labelling Model. ↗](https://doi.org/10.1109/iccv.2005.256) IEEE International Conference on Computer Vision Workshops · no summary yet**Ariadna Quattoni, Michael Collins, Trevor Jackson Darrell*2005*
50. **[The rules behind the roles: identifying speaker roles in radio broadcasts ↗](https://openalex.org/W7098481651) no summary yet**Regina Barzilay et al.*2000*