Work

Integrated Directional Gradients: Feature Interaction Attribution for Neural NLP Models

Year: 2021

Type: conference-paper

Abstract: Sandipan Sikdar, Parantapa Bhattacharya, Kieran Heese. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.

DOI: 10.18653/v1/2021.acl-long.71

Authors: Sandipan Sikdar, Parantapa Bhattacharya, Kieran Heese

Institutions: University of Virginia, RWTH Aachen University

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold