Gabriele Bettgenhäuser

Learning Functions to Study the Benefit of Multitask Learning

2020 · arXiv (Cornell University)

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. Although multitask learning has achieved improved performance …