Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty

Kourosh Meshgi, Maryam Sadat Mirzaei, Satoshi Sekine. Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty. In Spandana Gella, He He 0001, Bodhisattwa Prasad Majumder, Burcu Can, Eleonora Giunchiglia, Samuel Cahyawijaya, Sewon Min, Maximilian Mozes, Xiang Lorraine Li, Isabelle Augenstein, Anna Rogers, KyungHyun Cho, Edward Grefenstette, Laura Rimell, Chris Dyer, editors, Proceedings of the 7th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2022, Dublin, Ireland, May 26, 2022. pages 9-19, Association for Computational Linguistics, 2022. [doi]

Abstract

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