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Jingcong Tao

2 accepted papers

2022

Multi-Role Event Argument Extraction as Machine Reading Comprehension with Argument Match Optimization

ICASSP 2022accepted

Extracting arguments for the pre-defined roles is a crucial step for event extraction. Recently, there are some insightful works that view it as a machine reading comprehension problem and achieve significant progress. However, most of them need multi-turns to extract the arguments of each role inde…

Cited by 0SourceScholar
2022

Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction

AAAI 2022technical

Recent works have shown explainability and robustness are two crucial ingredients of trustworthy and reliable text classification. However, previous works usually address one of two aspects: i) how to extract accurate rationales for explainability while being beneficial to prediction; ii) how to mak…