Graduate School and Research Center in Digital Sciences

JeuxDeLiens: Word embeddings and path-based similarity for entity lnking using the french JeuxDeMots lexical semantic network

Plu, Julien; Cousot, Kévin; Lafourcade, Mathieu; Troncy, Raphaël; Rizzo, Giuseppe

TALN 2018, 25th French Conference on Natural Language Processing, May 14-18, 2018, Rennes, France

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.

Document Bibtex

Title:JeuxDeLiens: Word embeddings and path-based similarity for entity lnking using the french JeuxDeMots lexical semantic network
Keywords:named entity, disambiguation, jeuxdemots, lexical network
Type:Conference
Language:English
City:Rennes
Country:FRANCE
Date:
Department:Data Science
Eurecom ref:5675
Copyright: ATALA
Bibtex: @inproceedings{EURECOM+5675, year = {2018}, title = {{J}eux{D}e{L}iens: {W}ord embeddings and path-based similarity for entity lnking using the french {J}eux{D}e{M}ots lexical semantic network}, author = {{P}lu, {J}ulien and {C}ousot, {K}{\'e}vin and {L}afourcade, {M}athieu and {T}roncy, {R}apha{\"e}l and {R}izzo, {G}iuseppe}, booktitle = {{TALN} 2018, 25th {F}rench {C}onference on {N}atural {L}anguage {P}rocessing, {M}ay 14-18, 2018, {R}ennes, {F}rance}, address = {{R}ennes, {FRANCE}}, month = {05}, url = {http://www.eurecom.fr/publication/5675} }
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