Enhancing the Rationale-Input Alignment for Self-explaining Rationalization

Wei Liu, Haozhao Wang, Jun Wang +4

Rationalization empowers deep learning models with self-explaining capabilities through a cooperative game, where a generator selects a semantically consistent subset of the input…