Word Sense Disambiguation of French Lexicographical Examples Using Lexical Networks

Code

• github.com/atilf-umr7118/graphwsd
  OfficialIn paperpytorch★ 0

Abstract

This paper focuses on the task of word sense disambiguation (WSD) on lexicographic examples relying on the French Lexical Network (fr-LN). For this purpose, we exploit the lexical and relational properties of the network, that we integrated in a feedforward neural WSD model on top of pretrained French BERT embeddings. We provide a comparative study with various models and further show the impact of our approach regarding polysemic units.

Tasks

Reproductions