Search Results for author: Xiaodi Sun

Found 4 papers, 0 papers with code

Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks

no code implementations NAACL (ACL) 2022 Weiyi Lu, Sunny Rajagopalan, Priyanka Nigam, Jaspreet Singh, Xiaodi Sun, Yi Xu, Belinda Zeng, Trishul Chilimbi

However, one issue that often arises in MTL is the convergence speed between tasks varies due to differences in task difficulty, so it can be a challenge to simultaneously achieve the best performance on all tasks with a single model checkpoint.

Knowledge Distillation Multi-Task Learning

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