公开(公告)号：US11842159B1

公开(公告)日：2023-12-12

申请号：US17203495

申请日：2021-03-16

Applicant: Amazon Technologies, Inc.

Inventor： Sawan Kumar ,  Kalpit Dixit ,  Syed Kashif Hussain Shah

IPC: G06F40/30 ,  G06F40/242 ,  G06F40/284

CPC classification number: G06F40/30 ,  G06F40/242 ,  G06F40/284

Abstract: Techniques for interpreting a text classifier model are described. An exemplary method includes receiving a request to interpret the text classifier; receiving input text to be used to interpret the text classifier; interpreting the text classifier using the input text and masked input text to determine two or more of a counterfactual score for the received input text or an aspect thereof, an importance score for the received input text or an aspect thereof, and a bias score for the received input text or an aspect thereof as requested by the request, and providing the determined one or more scores is provided to a requester.