XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models

Dong-Ho Lee, Akshen Kadakia, Brihi Joshi +8

NLP models are susceptible to learning spurious biases (i.e., bugs) that work on some datasets but do not properly reflect the underlying task. Explanation-based model debugging ai…