Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning
Tommaso Fornaciari, Alexandra Uma, Silviu Paun, Barbara Plank, Dirk Hovy, Massimo Poesio
Abstract
Tommaso Fornaciari, Alexandra Uma, Silviu Paun, Barbara Plank, Dirk Hovy, Massimo Poesio. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2021.
Topics & Concepts
Computer scienceTask (project management)Natural language processingWhite (mutation)Artificial intelligencePlankLinguisticsEngineeringPhilosophyGeneSystems engineeringMechanical engineeringBiochemistryChemistryTopic ModelingHate Speech and Cyberbullying DetectionMobile Crowdsensing and Crowdsourcing