Open AccessDebiasing NLU Models via Causal Intervention and Counterfactual Reasoning
Author(s) -
Bing Tian,
Yixin Cao,
Yong Zhang,
Chao Xing
Publication year - 2022
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - Uncategorized
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v36i10.21389
Subject(s) - debiasing , counterfactual thinking , computer science , inference , natural language understanding , machine learning , causal inference , spurious relationship , artificial intelligence , robustness (evolution) , causal reasoning , econometrics , natural language , psychology , cognition , mathematics , social psychology , biochemistry , chemistry , neuroscience , gene