FairPrism: Evaluating Fairness-Related Harms in Text Generation
Eve Fleisig, Aubrie Amstutz, Chad Atalla, Su Lin Blodgett, Hal Daumé, Alexandra Olteanu, Emily Sheng, Dan Vann, Hanna Wallach
Abstract
Eve Fleisig, Aubrie Amstutz, Chad Atalla, Su Lin Blodgett, Hal Daumé III, Alexandra Olteanu, Emily Sheng, Dan Vann, Hanna Wallach. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023.
Topics & Concepts
Volume (thermodynamics)Computer scienceAssociation (psychology)Computational linguisticsNatural language processingOperations researchEngineeringPhilosophyPhysicsEpistemologyThermodynamicsHate Speech and Cyberbullying DetectionEthics and Social Impacts of AIFreedom of Expression and Defamation