Mittens: An Extension of GloVe for Learning Domain-Specialized Representations

Code

• github.com/roamanalytics/mittens
  OfficialIn papertf★ 247

Abstract

We present a simple extension of the GloVe representation learning model that begins with general-purpose representations and updates them based on data from a specialized domain. We show that the resulting representations can lead to faster learning and better results on a variety of tasks.

Tasks

Reproductions