Ni, Jingwei; Jin, Zhijing; Wang, Qian; Sachan, Mrinmaya; … - 2023
Multi-task learning (MTL) aims at achieving a better model by leveraging data and knowledge from multiple tasks. However, MTL does not always work – sometimes negative transfer occurs between tasks, especially when aggregating loosely related skills, leaving it an open question when MTL works....