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Can BERT Reason? Logically Equivalent Probes for Evaluating the Inference Capabilities of Language Models


May 02, 2020
Pei Zhou, Rahul Khanna, Bill Yuchen Lin, Daniel Ho, Xiang Ren, Jay Pujara

* 15 pages, 11 figures. Work in progress 

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Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models


May 02, 2020
Bill Yuchen Lin, Seyeon Lee, Rahul Khanna, Xiang Ren

* Project page: http://inklab.usc.edu/NumerSense/ 

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LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation


Apr 16, 2020
Dong-Ho Lee, Rahul Khanna, Bill Yuchen Lin, Jamin Chen, Seyeon Lee, Qinyuan Ye, Elizabeth Boschee, Leonardo Neves, Xiang Ren

* Accepted to the ACL 2020 (demo). The first two authors contributed equally. Project page: http://inklab.usc.edu/leanlife/ 

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