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Morphologically Aware Word-Level Translation

Nov 15, 2020
Paula Czarnowska, Sebastian Ruder, Ryan Cotterell, Ann Copestake

* COLING 2020 

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SIGTYP 2020 Shared Task: Prediction of Typological Features

Oct 26, 2020
Johannes Bjerva, Elizabeth Salesky, Sabrina J. Mielke, Aditi Chaudhary, Giuseppe G. A. Celano, Edoardo M. Ponti, Ekaterina Vylomova, Ryan Cotterell, Isabelle Augenstein

* SigTyp 2020 Shared Task Description Paper @ EMNLP 2020 

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Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model

Oct 09, 2020
Jun Yen Leung, Guy Emerson, Ryan Cotterell

* 13 pages, 7 tables, 1 figure. To be published in EMNLP 2020 proceedings 

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Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation

Oct 07, 2020
Francisco Vargas, Ryan Cotterell

* Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing 

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Please Mind the Root: Decoding Arborescences for Dependency Parsing

Oct 07, 2020
Ran Zmigrod, Tim Vieira, Ryan Cotterell


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Intrinsic Probing through Dimension Selection

Oct 06, 2020
Lucas Torroba Hennigen, Adina Williams, Ryan Cotterell

* To appear EMNLP 2020 

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If beam search is the answer, what was the question?

Oct 06, 2020
Clara Meister, Tim Vieira, Ryan Cotterell

* EMNLP 2020 

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Pareto Probing: Trading Off Accuracy for Complexity

Oct 05, 2020
Tiago Pimentel, Naomi Saphra, Adina Williams, Ryan Cotterell

* Tiago Pimentel and Naomi Saphra contributed equally to this work. Accepted for publication at EMNLP 2020. Code available in https://github.com/rycolab/pareto-probing 

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Speakers Fill Lexical Semantic Gaps with Context

Oct 05, 2020
Tiago Pimentel, Rowan Hall Maudslay, Damián Blasi, Ryan Cotterell

* Accepted for publication at EMNLP 2020 

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Efficient Computation of Expectations under Spanning Tree Distributions

Sep 02, 2020
Ran Zmigrod, Tim Vieira, Ryan Cotterell


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SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection

Jul 14, 2020
Ekaterina Vylomova, Jennifer White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis Tyers, Elena Klyachko, Ilya Yegorov, Natalia Krizhanovsky, Paula Czarnowska, Irene Nikkarinen, Andrew Krizhanovsky, Tiago Pimentel, Lucas Torroba Hennigen, Christo Kirov, Garrett Nicolai, Adina Williams, Antonios Anastasopoulos, Hilaria Cruz, Eleanor Chodroff, Ryan Cotterell, Miikka Silfverberg, Mans Hulden

* 39 pages, SIGMORPHON 

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Best-First Beam Search

Jul 09, 2020
Clara Meister, Tim Vieira, Ryan Cotterell

* TACL 2020 

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Predicting Declension Class from Form and Meaning

May 28, 2020
Adina Williams, Tiago Pimentel, Arya D. McCarthy, Hagen Blix, Eleanor Chodroff, Ryan Cotterell

* 14 pages, 2 figures, the is the camera-ready version accepted at the 2020 Annual Conference of the Association for Computational Linguistics (ACL 2020) 

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A Corpus for Large-Scale Phonetic Typology

May 28, 2020
Elizabeth Salesky, Eleanor Chodroff, Tiago Pimentel, Matthew Wiesner, Ryan Cotterell, Alan W Black, Jason Eisner

* Accepted to ACL2020 

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Applying the Transformer to Character-level Transduction

May 20, 2020
Shijie Wu, Ryan Cotterell, Mans Hulden


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It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information

May 17, 2020
Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell, Naoaki Okazaki

* Accepted at ACL 2020 

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A Tale of a Probe and a Parser

May 12, 2020
Rowan Hall Maudslay, Josef Valvoda, Tiago Pimentel, Adina Williams, Ryan Cotterell


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Generalized Entropy Regularization or: There's Nothing Special about Label Smoothing

May 12, 2020
Clara Meister, Elizabeth Salesky, Ryan Cotterell

* Published as long paper at ACL 2020 

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Phonotactic Complexity and its Trade-offs

May 07, 2020
Tiago Pimentel, Brian Roark, Ryan Cotterell

* Transactions of the Association for Computational Linguistics, Vol. 8, 1-18 
* Published in TACL: https://doi.org/10.1162/tacl_a_00296 

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The Paradigm Discovery Problem

May 04, 2020
Alexander Erdmann, Micha Elsner, Shijie Wu, Ryan Cotterell, Nizar Habash

* Forthcoming at ACL 2020 

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On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs

May 03, 2020
Adina Williams, Ryan Cotterell, Lawrence Wolf-Sonkin, Damián Blasi, Hanna Wallach

* 17 pages, 6 figures, 4 tables, TACL(a) final submission 

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Information-Theoretic Probing for Linguistic Structure

Apr 07, 2020
Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, Ran Zmigrod, Adina Williams, Ryan Cotterell

* Accepted for publication at ACL 2020 

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