Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models

2021149 citationsJournal Articlegold Open Access

Authors

Tongshuang Wu · University of Washington

Marco Túlio Ribeiro · Microsoft Research (United Kingdom)

Daniel S. Weld · University of Washington

Abstract

Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel Weld. 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.

Topics & Keywords

Topic Modeling Explainable Artificial Intelligence (XAI)Natural Language Processing Techniques

UN Sustainable Development Goals

Quality Education

Publication Details

DOI: 10.18653/v1/2021.acl-long.523

Field-Weighted Citation Impact: 16.91