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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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Unsupervised Morphological Paradigm Completion

May 20, 2020
Huiming Jin, Liwei Cai, Yihui Peng, Chen Xia, Arya D. McCarthy, Katharina Kann

* Accepted by ACL 2020 

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SkinAugment: Auto-Encoding Speaker Conversions for Automatic Speech Translation

Feb 27, 2020
Arya D. McCarthy, Liezl Puzon, Juan Pino

* Accepted to ICASSP 2020 

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The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection

Oct 25, 2019
Arya D. McCarthy, Ekaterina Vylomova, Shijie Wu, Chaitanya Malaviya, Lawrence Wolf-Sonkin, Garrett Nicolai, Christo Kirov, Miikka Silfverberg, Sebastian J. Mielke, Jeffrey Heinz, Ryan Cotterell, Mans Hulden

* Proceedings of the 16th Workshop on Computational Research in Phonetics, Phonology, and Morphology (2019) 229-244 
* Presented at SIGMORPHON 2019 

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Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade

Oct 22, 2019
Juan Pino, Liezl Puzon, Jiatao Gu, Xutai Ma, Arya D. McCarthy, Deepak Gopinath

* IWSLT 2019 

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Modeling Color Terminology Across Thousands of Languages

Oct 03, 2019
Arya D. McCarthy, Winston Wu, Aaron Mueller, Bill Watson, David Yarowsky

* Accepted for presentation at EMNLP-IJCNLP 2019 

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Improved Variational Neural Machine Translation by Promoting Mutual Information

Sep 19, 2019
Arya D. McCarthy, Xian Li, Jiatao Gu, Ning Dong


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Leveraging Out-of-Task Data for End-to-End Automatic Speech Translation

Sep 14, 2019
Juan Pino, Liezl Puzon, Jiatao Gu, Xutai Ma, Arya D. McCarthy, Deepak Gopinath


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Meaning to Form: Measuring Systematicity as Information

Jul 26, 2019
Tiago Pimentel, Arya D. McCarthy, Damián E. Blasi, Brian Roark, Ryan Cotterell

* Accepted for publication at ACL 2019 

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UniMorph 2.0: Universal Morphology

Oct 25, 2018
Christo Kirov, Ryan Cotterell, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, Sebastian Mielke, Arya D. McCarthy, Sandra Kübler, David Yarowsky, Jason Eisner, Mans Hulden

* LREC 2018 

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The CoNLL--SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection

Oct 18, 2018
Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Arya D. McCarthy, Katharina Kann, Sebastian Mielke, Garrett Nicolai, Miikka Silfverberg, David Yarowsky, Jason Eisner, Mans Hulden

* CoNLL 2018. arXiv admin note: text overlap with arXiv:1706.09031 

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Marrying Universal Dependencies and Universal Morphology

Oct 15, 2018
Arya D. McCarthy, Miikka Silfverberg, Ryan Cotterell, Mans Hulden, David Yarowsky

* UDW18 

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