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Comparing Test Sets with Item Response Theory


Jun 01, 2021
Clara Vania, Phu Mon Htut, William Huang, Dhara Mungra, Richard Yuanzhe Pang, Jason Phang, Haokun Liu, Kyunghyun Cho, Samuel R. Bowman

* ACL 2021 

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The Pile: An 800GB Dataset of Diverse Text for Language Modeling


Dec 31, 2020
Leo Gao, Stella Biderman, Sid Black, Laurence Golding, Travis Hoppe, Charles Foster, Jason Phang, Horace He, Anish Thite, Noa Nabeshima, Shawn Presser, Connor Leahy


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Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability


Oct 19, 2020
Jason Phang, Jungkyu Park, Krzysztof J. Geras


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Reducing false-positive biopsies with deep neural networks that utilize local and global information in screening mammograms


Sep 19, 2020
Nan Wu, Zhe Huang, Yiqiu Shen, Jungkyu Park, Jason Phang, Taro Makino, S. Gene Kim, Kyunghyun Cho, Laura Heacock, Linda Moy, Krzysztof J. Geras


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English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too


May 26, 2020
Jason Phang, Phu Mon Htut, Yada Pruksachatkun, Haokun Liu, Clara Vania, Katharina Kann, Iacer Calixto, Samuel R. Bowman


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Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?


May 09, 2020
Yada Pruksachatkun, Jason Phang, Haokun Liu, Phu Mon Htut, Xiaoyi Zhang, Richard Yuanzhe Pang, Clara Vania, Katharina Kann, Samuel R. Bowman

* ACL 2020 

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jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models


Mar 04, 2020
Yada Pruksachatkun, Phil Yeres, Haokun Liu, Jason Phang, Phu Mon Htut, Alex Wang, Ian Tenney, Samuel R. Bowman


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An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization


Feb 13, 2020
Yiqiu Shen, Nan Wu, Jason Phang, Jungkyu Park, Kangning Liu, Sudarshini Tyagi, Laura Heacock, S. Gene Kim, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras


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Do Attention Heads in BERT Track Syntactic Dependencies?


Nov 27, 2019
Phu Mon Htut, Jason Phang, Shikha Bordia, Samuel R. Bowman


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Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs


Sep 19, 2019
Alex Warstadt, Yu Cao, Ioana Grosu, Wei Peng, Hagen Blix, Yining Nie, Anna Alsop, Shikha Bordia, Haokun Liu, Alicia Parrish, Sheng-Fu Wang, Jason Phang, Anhad Mohananey, Phu Mon Htut, Paloma Jeretič, Samuel R. Bowman

* Accepted to EMNLP 2019; Added link to code+dataset 

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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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Screening Mammogram Classification with Prior Exams


Jul 30, 2019
Jungkyu Park, Jason Phang, Yiqiu Shen, Nan Wu, S. Gene Kim, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras

* MIDL 2019 [arXiv:1907.08612] 

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Globally-Aware Multiple Instance Classifier for Breast Cancer Screening


Jun 07, 2019
Yiqiu Shen, Nan Wu, Jason Phang, Jungkyu Park, Gene Kim, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras


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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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