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Desambiguación para el enlazado de datos de dominio mediante modelos de lenguaje

Authors: Palacios Palacios, Lucía;

Desambiguación para el enlazado de datos de dominio mediante modelos de lenguaje

Abstract

Se presentan los primeros pasos de la investigación de un servicio de desambiguación (Word Sense Disambiguation, WSD) para el enlazado de datos (Entity Linking) en diferentes dominios mediante modelos de lenguaje. El objetivo es etiquetar los recursos terminológicos específicos de dominio con sus sentidos o glosas correctos para que puedan ser convertidos al formato de datos enlazados propios de la Web Semántica. Los dominios con los que se va a trabajar son: lingüístico, jurídico, media y biomédico. En este trabajo se contemplan tres casos de uso específicos: 1) Enlazado de datos terminológicos a partir de lenguaje natural con datos estructurados de una base de conocimiento (Knowledge Base, KB). 2) Enlazado de recursos terminológicos de dominio específico con recursos de dominio generalista. 3) Enlazado de recursos de KBs que comparten un dominio general teniendo diferencias particulares (por ejemplo: enlazado de dos bases de recursos estructurados que pertenecen al dominio legal, siendo una de ellas de derecho laboral y otra de derecho fiscal).

Keywords

I Workshop CLARIAH-CM, SSHOC, Linked Data, CLARIN-ERIC, CLARIAH-ES, DARIAH-EU, Entity Linking, Word Sense Disambiguation, CLARIAH-CM, Entity Matching, Semantics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average