Learning Functions to Study the Benefit of Multitask Learning

Gabriele Bettgenhäuser, Michael A. Hedderich, Dietrich Klakow

We study and quantify the generalization patterns of multitask learning (MTL) models for sequence labeling tasks. MTL models are trained to optimize a set of related tasks jointly.…