Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Information

Yingya Li, Timothy Miller, Steven Bethard +1

The success of multi-task learning can depend heavily on which tasks are grouped together. Naively grouping all tasks or a random set of tasks can result in negative transfer, with…