Syntax-aware Neural Semantic Role Labeling with Supertags

Jungo Kasai, Dan Friedman, Robert Frank +2

We introduce a new syntax-aware model for dependency-based semantic role labeling that outperforms syntax-agnostic models for English and Spanish. We use a BiLSTM to tag the text w…