Compositional Semantic Parsing Across Graphbanks

Code

• github.com/coli-saar/am-parser
  OfficialIn paperpytorch★ 32

Abstract

Most semantic parsers that map sentences to graph-based meaning representations are hand-designed for specific graphbanks. We present a compositional neural semantic parser which achieves, for the first time, competitive accuracies across a diverse range of graphbanks. Incorporating BERT embeddings and multi-task learning improves the accuracy further, setting new states of the art on DM, PAS, PSD, AMR 2015 and EDS.

Tasks

Reproductions