Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control

Selective rationalization has become a common mechanism to ensure that predictive models reveal how they use any available features. The selection may be soft or hard, and identifies a subset of input features relevant for prediction. The setup can be viewed as a cooperate game between the selector...

Full description

Bibliographic Details
Main Authors: Yu, Mo, Chang, Shiyu, Zhang, Yang, Jaakkola, Tommi S
Other Authors: MIT-IBM Watson AI Lab
Format: Article
Language:English
Published: Association for Computational Linguistics 2021
Online Access:https://hdl.handle.net/1721.1/128926