Integrated Directional Gradients: Feature Interaction Attribution for Neural NLP Models
Sandipan Sikdar, Parantapa Bhattacharya, Kieran Heese
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.
Topics & Concepts
Artificial intelligenceNatural language processingComputer scienceComputational linguisticsFeature (linguistics)Authorship attributionJoint (building)Artificial neural networkAssociation (psychology)LinguisticsPsychologyEngineeringPsychotherapistPhilosophyArchitectural engineeringExplainable Artificial Intelligence (XAI)Topic ModelingMultimodal Machine Learning Applications