Leveraging word embeddings to enhance co-occurrence networks: A statistical analysis.

Recent studies have explored the addition of virtual edges to word co-occurrence networks using word embeddings to enhance graph representations, particularly for short texts. While these enriched networks have demonstrated some success, the impact of incorporating semantic edges into traditional co...

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Bibliographic Details
Main Authors: Diego R Amancio, Jeaneth Machicao, Laura V C Quispe
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0327421
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