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Pre-Training Transformers as Energy-Based Cloze Models


Dec 15, 2020
Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning

* EMNLP 2020 

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ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators


Mar 23, 2020
Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning

* ICLR 2020 

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BAM! Born-Again Multi-Task Networks for Natural Language Understanding


Jul 10, 2019
Kevin Clark, Minh-Thang Luong, Urvashi Khandelwal, Christopher D. Manning, Quoc V. Le

* ACL 2019 

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What Does BERT Look At? An Analysis of BERT's Attention


Jun 11, 2019
Kevin Clark, Urvashi Khandelwal, Omer Levy, Christopher D. Manning

* BlackBoxNLP 2019 

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Sample Efficient Text Summarization Using a Single Pre-Trained Transformer


May 21, 2019
Urvashi Khandelwal, Kevin Clark, Dan Jurafsky, Lukasz Kaiser


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Semi-Supervised Sequence Modeling with Cross-View Training


Sep 22, 2018
Kevin Clark, Minh-Thang Luong, Christopher D. Manning, Quoc V. Le

* EMNLP 2018 

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Deep Reinforcement Learning for Mention-Ranking Coreference Models


Oct 31, 2016
Kevin Clark, Christopher D. Manning

* To appear in EMNLP 2016 

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Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora


Sep 24, 2016
William L. Hamilton, Kevin Clark, Jure Leskovec, Dan Jurafsky

* 11 pages, 5 figures, EMNLP 2016 

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Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health


Aug 14, 2016
Tim Althoff, Kevin Clark, Jure Leskovec

* preprint of paper accepted to TACL, Transactions of the Association for Computational Linguistics, 2016 

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Improving Coreference Resolution by Learning Entity-Level Distributed Representations


Jun 08, 2016
Kevin Clark, Christopher D. Manning

* Accepted for publication at the Association for Computational Linguistics (ACL), 2016 

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