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Rethinking embedding coupling in pre-trained language models

Oct 24, 2020
Hyung Won Chung, Thibault Févry, Henry Tsai, Melvin Johnson, Sebastian Ruder

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Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking

May 28, 2020
Thibault Févry, Nicholas FitzGerald, Livio Baldini Soares, Tom Kwiatkowski

* 11 pages, 8 figures, appearing at AKBC 2020 

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Entities as Experts: Sparse Memory Access with Entity Supervision

Apr 15, 2020
Thibault Févry, Livio Baldini Soares, Nicholas FitzGerald, Eunsol Choi, Tom Kwiatkowski

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Learning Cross-Context Entity Representations from Text

Jan 11, 2020
Jeffrey Ling, Nicholas FitzGerald, Zifei Shan, Livio Baldini Soares, Thibault Févry, David Weiss, Tom Kwiatkowski

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Improving localization-based approaches for breast cancer screening exam classification

Aug 01, 2019
Thibault Févry, Jason Phang, Nan Wu, S. Gene Kim, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras

* MIDL 2019 [arXiv:1907.08612] 

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Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Mar 20, 2019
Nan Wu, Jason Phang, Jungkyu Park, Yiqiu Shen, Zhe Huang, Masha Zorin, Stanisław Jastrzębski, Thibault Févry, Joe Katsnelson, Eric Kim, Stacey Wolfson, Ujas Parikh, Sushma Gaddam, Leng Leng Young Lin, Kara Ho, Joshua D. Weinstein, Beatriu Reig, Yiming Gao, Hildegard Toth, Kristine Pysarenko, Alana Lewin, Jiyon Lee, Krystal Airola, Eralda Mema, Stephanie Chung, Esther Hwang, Naziya Samreen, S. Gene Kim, Laura Heacock, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras

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Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks

Nov 02, 2018
Jason Phang, Thibault Févry, Samuel R. Bowman

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Unsupervised Sentence Compression using Denoising Auto-Encoders

Sep 07, 2018
Thibault Févry, Jason Phang

* CoNLL 2018 

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