---
title: "Ryan Cotterell — papers of 2019 — 7 papers, the most cited first"
description: "Ryan Cotterell — papers of 2019: 7 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Ryan Cotterell — papers of 2019 — 7 papers, the most cited first

7 papers · [all years of Ryan Cotterell](https://md.research.elamur.ai/free/en/authors/ryan-cotterell/#years)

**[Gender Bias in Contextualized Word Embeddings](https://md.research.elamur.ai/free/en/papers/zhao-2019-gender-bias-contextualized-word-embeddings/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Jieyu Zhao, Tianlu Wang, Mark Yatskar, et al.*2019 · 508 citations*

**[Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology](https://md.research.elamur.ai/free/en/papers/zmigrod-2019-counterfactual-data-augmentation-mitigating-gender/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ran Zmigrod, Sabrina J. Mielke, Hanna Wallach, et al.*2019 · 376 citations*

**[It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution](https://md.research.elamur.ai/free/en/papers/maudslay-2019-it-s-all-name-mitigating/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Rowan Hall Maudslay, Hila Gonen, Ryan Cotterell, et al.*2019 · 181 citations*

**[What Kind of Language Is Hard to Language-Model?](https://md.research.elamur.ai/free/en/papers/mielke-2019-what-kind-language-is-hard/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Sabrina J. Mielke, Ryan Cotterell, Kyle Gorman, et al.*2019 · 132 citations*

**[Exact Hard Monotonic Attention for Character-Level Transduction](https://md.research.elamur.ai/free/en/papers/wu-2019-exact-hard-monotonic-attention-character/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shijie Wu, Ryan Cotterell*2019 · 103 citations*

**[On the Complexity and Typology of Inflectional Morphological Systems](https://md.research.elamur.ai/free/en/papers/cotterell-2019-complexity-typology-inflectional-morphological-systems/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Ryan Cotterell, Christo Kirov, Mans Hulden, et al.*2019 · 81 citations*

- [A Simple Joint Model for Improved Contextual Neural Lemmatization](https://md.research.elamur.ai/free/en/papers/malaviya-2019-simple-joint-model-improved-contextual/) — Chaitanya Malaviya, Shijie Wu, Ryan Cotterell · English · 39 citations