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Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages


Aug 11, 2022
Paul Soulos, Sudha Rao, Caitlin Smith, Eric Rosen, Asli Celikyilmaz, R. Thomas McCoy, Yichen Jiang, Coleman Haley, Roland Fernandez, Hamid Palangi, Jianfeng Gao, Paul Smolensky

* Proceedings of the 4th Workshop on Technologies for MT of Low Resource Languages (LoResMT2021) 
* Revised edition to 4th Workshop on Technologies for MT of Low Resource Languages 

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Morphology Matters: A Multilingual Language Modeling Analysis


Dec 11, 2020
Hyunji Hayley Park, Katherine J. Zhang, Coleman Haley, Kenneth Steimel, Han Liu, Lane Schwartz

* To appear in TACL, a pre-MIT Press publication version; 15 pages, 3 figures; for the datasets, see https://github.com/hayleypark/MorphologyMatters 

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Neural Polysynthetic Language Modelling


May 13, 2020
Lane Schwartz, Francis Tyers, Lori Levin, Christo Kirov, Patrick Littell, Chi-kiu Lo, Emily Prud'hommeaux, Hyunji Hayley Park, Kenneth Steimel, Rebecca Knowles, Jeffrey Micher, Lonny Strunk, Han Liu, Coleman Haley, Katherine J. Zhang, Robbie Jimmerson, Vasilisa Andriyanets, Aldrian Obaja Muis, Naoki Otani, Jong Hyuk Park, Zhisong Zhang


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