Improving part-of-speech tagging via multi-task learning and character-level word representations

Daniil Anastasyev, Ilya Gusev, Eugene Indenbom

In this paper, we explore the ways to improve POS-tagging using various types of auxiliary losses and different word representations. As a baseline, we utilized a BiLSTM tagger, wh…