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Picture for Sean Welleck

MLE-guided parameter search for task loss minimization in neural sequence modeling


Jun 04, 2020
Sean Welleck, Kyunghyun Cho


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Consistency of a Recurrent Language Model With Respect to Incomplete Decoding


Feb 06, 2020
Sean Welleck, Ilia Kulikov, Jaedeok Kim, Richard Yuanzhe Pang, Kyunghyun Cho


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Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training


Nov 10, 2019
Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho, Jason Weston


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Neural Text Generation with Unlikelihood Training


Aug 12, 2019
Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston

* Sean Welleck and Ilia Kulikov contributed equally 

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Sequential Graph Dependency Parser


May 27, 2019
Sean Welleck, Kyunghyun Cho


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Non-Monotonic Sequential Text Generation


Feb 05, 2019
Sean Welleck, Kianté Brantley, Hal Daumé III, Kyunghyun Cho


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Dialogue Natural Language Inference


Nov 01, 2018
Sean Welleck, Jason Weston, Arthur Szlam, Kyunghyun Cho


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Loss Functions for Multiset Prediction


Oct 25, 2018
Sean Welleck, Zixin Yao, Yu Gai, Jialin Mao, Zheng Zhang, Kyunghyun Cho

* NIPS 2018 

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Saliency-based Sequential Image Attention with Multiset Prediction


Nov 14, 2017
Sean Welleck, Jialin Mao, Kyunghyun Cho, Zheng Zhang

* To appear in Advances in Neural Information Processing Systems 30 (NIPS 2017) 

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