Explainable neural computation via stack neural module networks

Abstract In complex inferential tasks like question answering, machine learning models must confront two challenges: the need to implement a compositional reasoning process, and, in many applications, the need for this reasoning process to be interpretable to assist users in both development and pre...

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Bibliographic Details
Main Authors: Ronghang Hu, Jacob Andreas, Trevor Darrell, Kate Saenko
Format: Article
Language:English
Published: Wiley 2021-12-01
Series:Applied AI Letters
Subjects:
Online Access:https://doi.org/10.1002/ail2.39