Semi-automatic Endogenous Enrichment of Collaboratively Constructed Lexical Resources: Piggybacking onto Wiktionary

International audience The lack of large-scale, freely available and durable lexical resources, and the consequences for NLP, is widely acknowledged but the attempts to cope with usual bottlenecks preventing their development often result in dead-ends. This article introduces a language-independent,...

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Bibliographic Details
Main Authors: Sajous, Franck, Navarro, Emmanuel, Gaume, Bruno, Prévot, Laurent, Chudy, Yannick
Other Authors: Cognition, Langues, Langage, Ergonomie (CLLE-ERSS), École Pratique des Hautes Études (EPHE), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université de Toulouse (UT)-Université Bordeaux Montaigne (UBM)-Centre National de la Recherche Scientifique (CNRS), Institut de recherche en informatique de Toulouse (IRIT), Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université de Toulouse (UT)-Toulouse Mind & Brain Institut (TMBI), Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT), Laboratoire Parole et Langage (LPL), Aix Marseille Université (AMU)-Centre National de la Recherche Scientifique (CNRS), Hrafn Loftsson, Eiríkur Rögnvaldsson and Sigrún Helgadóttir
Format: Conference Object
Language:English
Published: HAL CCSD 2010
Subjects:
Random Walks
Collaboratively Constructed Lexical Resources
Endogenous Enrichment
Crowdsourcing
Wiktionary
[SHS.LANGUE]Humanities and Social Sciences/Linguistics
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]
Iceland
Online Access:https://hal.science/hal-00625326
https://hal.science/hal-00625326/document
https://hal.science/hal-00625326/file/sajousEtAl2010-IceTAL.pdf
Description
Summary:International audience The lack of large-scale, freely available and durable lexical resources, and the consequences for NLP, is widely acknowledged but the attempts to cope with usual bottlenecks preventing their development often result in dead-ends. This article introduces a language-independent, semi-automatic and endogenous method for enriching lexical resources, based on collaborative editing and random walks through existing lexical relationships, and shows how this approach enables us to overcome recurrent impediments. It compares the impact of using different data sources and similarity measures on the task of improving synonymy networks. Finally, it defines an architecture for applying the presented method to Wiktionary and explains how it has been implemented.

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