Lexical semantics on word embeddings through deep metric learning.

In the last time, remarkable advances in natural language processing, such as translation and dialog systems, have been obtained. The technologies used include neural network models and distributed representations of word semantics, known as word embeddings. This thesis deepens in the field of word...

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Bibliographic Details

Main Author:	Etcheverry, Mathias (author)
Format:	doctoralThesis
Language:	English
Published:	2024
Subjects:	Semántica léxica Aprendizaje métrico profundo Sinonimia Antonimia Hiperonimia Semántica vectorial Morfismo de orden Red siamesa Red parasiamesa lexical semantics Deep metric learning Synonymy Antonymy Hypernymy Word embedding Order embedding Siamese network Parasiamese network
Online Access:	https://hdl.handle.net/20.500.12008/46940
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