An exploration of the semantic knowledge in vector models: polysemy, synonymy and idiomaticity

Marcos Garcia ^[1] ; Pablo Gamallo ^[1] ; Martín Pereira-Fariña ^[1] ; Iria de-Dios-Flores ^[1]
1. [1] Universidade de Santiago de Compostela
  
  Universidade de Santiago de Compostela
  
  Santiago de Compostela, España
Localización: SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations / Miguel Á. Alonso (ed. lit.), Margarita Alonso-Ramos (ed. lit.), Carlos Gómez Rodríguez (ed. lit.), David Vilares Calvo (ed. lit.), Jesús Vilares (ed. lit.), 2022, págs. 35-38
Idioma: inglés
Títulos paralelos:
- Exploración del conocimiento semántico en modelos vectoriales: polisemia, sinonimia e idiomaticidad
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Resumen
- In this paper, we present the project An exploration of the semantic knowledge in vector models: polysemy,synonymy and idiomaticity, funded by the Xunta de Galicia within the program “Consolidación e estruturaciónde unidades de investigación competitivas e outras accións de fomento: Proxectos de Excelencia”, with aduration of 5 years (2021-2026). The main objective of the project is the analysis of the most recentlanguage models regarding the representation of several aspects of lexical semantics: polysemy and homonymy,synonymy and idiomaticity. The languages in which we are working are Galician-Portuguese (in its Galicianand Portuguese varieties, fundamentally), Spanish and English