🧑‍🔬 Ryan Cotterell — all works

53 works · ← Ryan Cotterell

1. Gender Bias in Contextualized Word EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2019 · 508 citations
2. Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich MorphologyAnnual Meeting of the Association for Computational Linguistics (ACL)Ran Zmigrod, Sabrina J. Mielke, Hanna Wallach, et al.2019 · 376 citations
3. Information-Theoretic Probing for Linguistic StructureAnnual Meeting of the Association for Computational Linguistics (ACL)Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 298 citations
4. Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora ↗Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning · no summary yetAlex Warstadt et al.2023 · 232 citations
5. UniMorph 2.0: Universal MorphologyLanguage Resources and Evaluation Conference (LREC)Christo Kirov, Ryan Cotterell, John Sylak-Glassman, et al.2018 · 223 citations
6. It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data SubstitutionConference on Empirical Methods in Natural Language Processing (EMNLP)Rowan Hall Maudslay, Hila Gonen, Ryan Cotterell, et al.2019 · 181 citations
7. The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological ReinflectionConference on Computational Natural Language Learning (CoNLL)Ryan Cotterell, Christo Kirov, John Sylak-Glassman, et al.2018 · 181 citations
8. Joint Lemmatization and Morphological Tagging with LemmingConference on Empirical Methods in Natural Language Processing (EMNLP)Thomas Müller, Ryan Cotterell, Alexander Fraser, et al.2015 · 180 citations
9. If beam search is the answer, what was the question?Conference on Empirical Methods in Natural Language Processing (EMNLP)Clara Meister, Ryan Cotterell, Tim Vieira2020 · 163 citations
10. Applying the Transformer to Character-level Transduction ↗EACL 2021 (online) · no summary yetShijie Wu, Ryan Cotterell, Mans Hulden2021 · 160 citations
11. Testing the Predictions of Surprisal Theory in 11 LanguagesTransactions of the Association for Computational Linguistics (TACL)Ethan G. Wilcox, Tiago Pimentel, Clara Meister, et al.2023 · 159 citations
12. Locally Typical SamplingTransactions of the Association for Computational Linguistics (TACL)Clara Meister, Tiago Pimentel, Gian Wiher, et al.2023 · 157 citations
13. Are All Languages Equally Hard to Language-Model?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ryan Cotterell, Sabrina J. Mielke, Jason Eisner, et al.2018 · 148 citations
14. Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTsTransactions of the Association for Computational Linguistics (TACL)Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, et al.2021 · 141 citations
15. What Kind of Language Is Hard to Language-Model?Annual Meeting of the Association for Computational Linguistics (ACL)Sabrina J. Mielke, Ryan Cotterell, Kyle Gorman, et al.2019 · 132 citations
16. A Multi-Dialect, Multi-Genre Corpus of Informal Written ArabicLanguage Resources and Evaluation Conference (LREC)Ryan Cotterell, Chris Callison-Burch2014 · 128 citations
17. Examining Gender Bias in Languages with Grammatical Gender ↗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 yetPei Zhou et al.2019 · 127 citations
18. Revisiting the Uniform Information Density HypothesisConference on Empirical Methods in Natural Language Processing (EMNLP)Clara Meister, Tiago Pimentel, Patrick Haller, et al.2021 · 124 citations
19. Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense DebateTransactions of the Association for Computational Linguistics (TACL)Christo Kirov, Ryan Cotterell2018 · 124 citations
20. State-of-the-art generalisation research in NLP: A taxonomy and review ↗arXiv:2210.03050 · Nat Mach Intell 5, 1161-1174 (2023) · no summary yetDieuwke Hupkes et al.2022 · 120 citations
21. A Plug-and-Play Method for Controlled Text Generation ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetDamian Pascual et al.2021 · 110 citations
22. Exact Hard Monotonic Attention for Character-Level TransductionAnnual Meeting of the Association for Computational Linguistics (ACL)Shijie Wu, Ryan Cotterell2019 · 103 citations
23. Weighting Finite-State Transductions With Neural Context ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetPushpendre Rastogi, Ryan Cotterell, Jason Eisner2016 · 102 citations
24. Cross-lingual Character-Level Neural Morphological TaggingConference on Empirical Methods in Natural Language Processing (EMNLP)Ryan Cotterell, Georg Heigold2017 · 98 citations
25. Modeling Word Forms Using Latent Underlying Morphs and PhonologyTransactions of the Association for Computational Linguistics (TACL)Ryan Cotterell, Nanyun Peng, Jason Eisner2015 · 98 citations
26. Language Model Evaluation Beyond Perplexity ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetClara Meister, Ryan Cotterell2021 · 94 citations
27. Meaning to Form: Measuring Systematicity as Information ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetTiago Pimentel et al.2019 · 88 citations
28. Morphological Smoothing and Extrapolation of Word Embeddings ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRyan Cotterell, Hinrich Schütze, Jason Eisner2016 · 87 citations
29. BlonDe: An Automatic Evaluation Metric for Document-level Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yuchen Jiang, Tianyu Liu, Shuming Ma, et al.2022 · 85 citations
30. Phonotactic Complexity and Its Trade-offsTransactions of the Association for Computational Linguistics (TACL)Tiago Pimentel, Brian Roark, Ryan Cotterell2020 · 83 citations
31. On Decoding Strategies for Neural Text GeneratorsTransactions of the Association for Computational Linguistics (TACL)Gian Wiher, Clara Meister, Ryan Cotterell2022 · 81 citations
32. On the Complexity and Typology of Inflectional Morphological SystemsTransactions of the Association for Computational Linguistics (TACL)Ryan Cotterell, Christo Kirov, Mans Hulden, et al.2019 · 81 citations
33. RecurrentGPT: Interactive Generation of (Arbitrarily) Long TextarXiv:2305.13304Wangchunshu Zhou, Yuchen Eleanor Jiang, Peng Cui, et al.2023 · 57 citations
34. Marrying Universal Dependencies and Universal MorphologyUniversal Dependencies Workshop (UDW)Arya D. McCarthy, Miikka Silfverberg, Ryan Cotterell, et al.2018 · 48 citations
35. A Simple Joint Model for Improved Contextual Neural LemmatizationChaitanya Malaviya, Shijie Wu, Ryan CotterellEnglish · 39 citations
36. On the Role of Negative Precedent in Legal Outcome Prediction ↗Transactions of the Association for Computational Linguistics · no summary yetJosef Valvoda, Ryan Cotterell, Simone Teufel2023 · 36 citations
37. A Cognitive Regularizer for Language Modeling ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetJason Wei, Clara Meister, Ryan Cotterell2021 · 32 citations
38. Best-First Beam SearchTransactions of the Association for Computational Linguistics (TACL)Clara Meister, Tim Vieira, Ryan Cotterell2020 · 28 citations
39. Translations of the Callhome Egyptian Arabic corpus for conversational speech translationInternational Conference on Spoken Language Translation (IWSLT)Gaurav Kumar, Yuan Cao, Ryan Cotterell, et al.2014 · 28 citations
40. A Cross-Linguistic Pressure for Uniform Information Density in Word OrderTransactions of the Association for Computational Linguistics (TACL)Thomas Hikaru Clark, Clara Meister, Tiago Pimentel, et al.2023 · 24 citations
41. On the Proper Treatment of Tokenization in PsycholinguisticsConference on Empirical Methods in Natural Language Processing (EMNLP)Mario Giulianelli, Luca Malagutti, Juan Luis Gastaldi, et al.2024 · 23 citations
42. A Rich Morphological Tagger for English: Exploring the Cross-Linguistic Tradeoff Between Morphology and SyntaxChristo Kirov, John Sylak-Glassman, Rebecca Knowles, et al.English · 21 citations
43. Naturalistic Causal Probing for Morpho-SyntaxTransactions of the Association for Computational Linguistics (TACL)Afra Amini, Tiago Pimentel, Clara Meister, et al.2023 · 19 citations
44. What About the Precedent: An Information-Theoretic Analysis of Common Law ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetJosef Valvoda et al.2021 · 19 citations
45. Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYuchen Eleanor Jiang et al.2023 · 18 citations
46. Hexatagging: Projective Dependency Parsing as TaggingAfra Amini, Tianyu Liu, Ryan CotterellEnglish · 16 citations
47. Discourse Centric Evaluation of Machine Translation with a Densely Annotated Parallel Corpus ↗arXiv:2305.11142 · ACL 2023 · no summary yetYuchen Eleanor Jiang et al.2023 · 14 citations
48. Towards Explainability in Legal Outcome Prediction Models ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetJosef Valvoda, Ryan Cotterell2024 · 11 citations
49. Can Language Models Learn Typologically Implausible Languages?Transactions of the Association for Computational Linguistics (TACL)Tianyang Xu, Tatsuki Kuribayashi, Yohei Oseki, et al.2026 · 10 citations
50. The Ethics of Automating Legal Actors ↗Transactions of the Association for Computational Linguistics · no summary yetJosef Valvoda et al.2024 · 5 citations
51. Towards Developmentally Plausible Rewards: Communicative Success as a Learning Signal for Interactive Language ModelsarXiv:2505.05970Lennart Stopler, Rufat Asadli, Mitja Nikolaus, et al.2025 · 4 citations
52. Probing for Reading TimesAnnual Meeting of the Association for Computational Linguistics (ACL)Eleftheria Tsipidi, Samuel Kiegeland, Francesco Ignazio Re, et al.2026 · 1 citation
53. Prefix Parsing is Just ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Clemente Pasti, Andreas Opedal, Timothy J. O'Donnell, et al.2026

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