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Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning



Bill Yuchen Lin , Seyeon Lee , Xiaoyang Qiao , Xiang Ren

* Accepted to ACL-IJCNLP 2021 (long paper at main conference). Project website: https://inklab.usc.edu/XCSR/ 

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



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



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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