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BBQ: A Hand-Built Bias Benchmark for Question Answering


Oct 15, 2021
Alicia Parrish, Angelica Chen, Nikita Nangia, Vishakh Padmakumar, Jason Phang, Jana Thompson, Phu Mon Htut, Samuel R. Bowman

* 16 pages, 9 figures 

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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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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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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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Generalized Inner Loop Meta-Learning


Oct 07, 2019
Edward Grefenstette, Brandon Amos, Denis Yarats, Phu Mon Htut, Artem Molchanov, Franziska Meier, Douwe Kiela, Kyunghyun Cho, Soumith Chintala

* 17 pages, 3 figures, 1 algorithm 

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Inducing Constituency Trees through Neural Machine Translation


Sep 22, 2019
Phu Mon Htut, Kyunghyun Cho, 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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The Unbearable Weight of Generating Artificial Errors for Grammatical Error Correction


Jul 21, 2019
Phu Mon Htut, Joel Tetreault

* To appear at ACL-BEA workshop 2019 

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Grammar Induction with Neural Language Models: An Unusual Replication


Aug 29, 2018
Phu Mon Htut, Kyunghyun Cho, Samuel R. Bowman

* To appear in Proceedings of EMNLP 2018 (short paper) 

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Training a Ranking Function for Open-Domain Question Answering


Apr 12, 2018
Phu Mon Htut, Samuel R. Bowman, Kyunghyun Cho

* To appear at NAACL-SRW 2018 

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