JeuxDeLiens: Word Embeddings and Path-Based Similarity for Entity Linking using the French JeuxDeMots Lexical Semantic Network

Julien Plu, Kevin Cousot, Mathieu Lafourcade, Raphaël Troncy, Giuseppe Rizzo


Abstract
Entity linking systems typically rely on encyclopedic knowledge bases such as DBpedia or Freebase. In this paper, we use, instead, a French lexical-semantic network named JeuxDeMots to jointly type and link entities. Our approach combines word embeddings and a path-based similarity resulting in encouraging results over a set of documents from the French Le Monde newspaper.
Anthology ID:
2018.jeptalnrecital-court.37
Volume:
Actes de la Conférence TALN. Volume 1 - Articles longs, articles courts de TALN
Month:
5
Year:
2018
Address:
Rennes, France
Venue:
JEP/TALN/RECITAL
SIG:
Publisher:
ATALA
Note:
Pages:
529–538
Language:
URL:
https://aclanthology.org/2018.jeptalnrecital-court.37
DOI:
Bibkey:
Cite (ACL):
Julien Plu, Kevin Cousot, Mathieu Lafourcade, Raphaël Troncy, and Giuseppe Rizzo. 2018. JeuxDeLiens: Word Embeddings and Path-Based Similarity for Entity Linking using the French JeuxDeMots Lexical Semantic Network. In Actes de la Conférence TALN. Volume 1 - Articles longs, articles courts de TALN, pages 529–538, Rennes, France. ATALA.
Cite (Informal):
JeuxDeLiens: Word Embeddings and Path-Based Similarity for Entity Linking using the French JeuxDeMots Lexical Semantic Network (Plu et al., JEP/TALN/RECITAL 2018)
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PDF:
https://aclanthology.org/2018.jeptalnrecital-court.37.pdf