A game theoretic approach to class-wise selective rationalization

Selection of input features such as relevant pieces of text has become a common technique of highlighting how complex neural predictors operate. The selection can be optimized post-hoc for trained models or incorporated directly into the method itself (self-explaining). However, an overall selection...

Full description

Bibliographic Details
Main Authors: Chang, Shiyu (Author), Zhang, Yang (Author), Jaakkola, Tommi S (Author)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Neural Information Processing Systems Foundation, Inc., 2021-09-09T15:49:18Z.
Subjects:
Online Access:Get fulltext