2022
Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks
NAACL 2022industry
Multi-task learning (MTL) aims to solve multiple tasks jointly by sharing a base representation among them. This can lead to more efficient learning and better generalization, as compared to learning each task individually. However, one issue that often arises in MTL is the convergence speed between…