Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
Tongshuang Wu, Marco Túlio Ribeiro, Jeffrey Heer, Daniel S. Weld
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 & Concepts
Counterfactual conditionalComputer scienceComputational linguisticsVolume (thermodynamics)Joint (building)LinguisticsNatural language processingArtificial intelligenceEngineeringPhilosophyEpistemologyCounterfactual thinkingArchitectural engineeringQuantum mechanicsPhysicsTopic ModelingExplainable Artificial Intelligence (XAI)Natural Language Processing Techniques