Vers une Étude Onomasiologique du Changement Sémantique Lexical via l'Induction de Concepts

Liétard, Bastien; Keller, Mikaela; Denis, Pascal

Document type :

Communication dans un congrès avec actes

DOI :

10.18653/v1/2024.lchange-1.15

Title :

Vers une Étude Onomasiologique du Changement Sémantique Lexical via l'Induction de Concepts

Author(s) :

Liétard, Bastien [Auteur]
Inria Lille - Nord Europe
Machine Learning in Information Networks [MAGNET]
Université de Lille
Keller, Mikaela [Auteur]

Inria Lille - Nord Europe
Machine Learning in Information Networks [MAGNET]
Université de Lille
Denis, Pascal [Auteur]

Inria Lille - Nord Europe
Machine Learning in Information Networks [MAGNET]

Conference title :

5th Workshop on Computational Approaches to Historical Language Change

City :

Bangkok, Thailand

Country :

Thaïlande

Start date of the conference :

2024-08

Book title :

Proceedings of the 5th Workshop on Computational Approaches to Historical Language Change

Publisher :

Association for Computational Linguistics

HAL domain(s) :

Informatique [cs]/Informatique et langage [cs.CL]

English abstract : [en]

Lexical Semantic Change, the temporal evolution of the mapping between word forms and concepts, can be studied under two complementary perspectives: semasiology studies how given words change in meaning over time, while ...
Show more >Lexical Semantic Change, the temporal evolution of the mapping between word forms and concepts, can be studied under two complementary perspectives: semasiology studies how given words change in meaning over time, while onomasiology focuses on how some concepts change in how they are lexically realized. For the most part, existing NLP studies have taken the semasiological (i.e. word-to-concept) view. In this paper, we describe a novel computational methodology that takes an onomasiological (i.e., concept-to-word) view of semantic change by directly inducing concepts from word occurrences at the different time stamps. We apply our methodology to a French diachronic corpus. We examine the quality of obtained concepts and showcase how the results of our methodology can be used for the study of Lexical Semantic Change. We discuss its advantages and its early limitations.Show less >

Language :

Anglais

Peer reviewed article :

Oui

Audience :

Internationale

Popular science :

Non

Collections :

Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189

Source :

Harvested from HAL

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