Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning
Vishakh Padmakumar, Leonard Lausen, Miguel Ballesteros, Sheng Zha, He He, George Karypis
2022Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies17 citationsDOIOpen Access PDF
Abstract
Vishakh Padmakumar, Leonard Lausen, Miguel Ballesteros, Sheng Zha, He He, George Karypis. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2022.
Topics & Concepts
TransferabilityGeorge (robot)Task (project management)Computer scienceComputational linguisticsNatural language processingScale (ratio)Artificial intelligenceTask analysisAssociation (psychology)Data scienceCognitive scienceMachine learningPsychologyEngineeringGeographyEpistemologyPhilosophyCartographySystems engineeringLogitTopic ModelingNatural Language Processing TechniquesDomain Adaptation and Few-Shot Learning