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G-DAUG: Generative Data Augmentation for Commonsense Reasoning

Apr 24, 2020
Yiben Yang, Chaitanya Malaviya, Jared Fernandez, Swabha Swayamdipta, Ronan Le Bras, Ji-Ping Wang, Chandra Bhagavatula, Yejin Choi, Doug Downey


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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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Exploiting Structural and Semantic Context for Commonsense Knowledge Base Completion

Oct 07, 2019
Chaitanya Malaviya, Chandra Bhagavatula, Antoine Bosselut, Yejin Choi


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Abductive Commonsense Reasoning

Aug 15, 2019
Chandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, Keisuke Sakaguchi, Ari Holtzman, Hannah Rashkin, Doug Downey, Scott Wen-tau Yih, Yejin Choi

* Pre-print 

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COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

Jun 14, 2019
Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi

* Accepted to ACL 2019 

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A Simple Joint Model for Improved Contextual Neural Lemmatization

Apr 05, 2019
Chaitanya Malaviya, Shijie Wu, Ryan Cotterell

* NAACL 2019 

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Neural Factor Graph Models for Cross-lingual Morphological Tagging

Jul 11, 2018
Chaitanya Malaviya, Matthew R. Gormley, Graham Neubig

* Proceedings of ACL 2018 

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Sparse and Constrained Attention for Neural Machine Translation

May 21, 2018
Chaitanya Malaviya, Pedro Ferreira, André F. T. Martins

* Proceedings of ACL 2018 

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Learning Language Representations for Typology Prediction

Jul 29, 2017
Chaitanya Malaviya, Graham Neubig, Patrick Littell

* EMNLP 2017 

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DyNet: The Dynamic Neural Network Toolkit

Jan 15, 2017
Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, Pengcheng Yin

* 33 pages 

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