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Position-Enhanced Multi-Head Self-Attention Based Bidirectional Gated Recurrent Unit for Aspect-Level Sentiment Classification

Aspect-level sentiment classification (ASC) is an interesting and challenging research task to identify the sentiment polarities of aspect words in sentences. Previous attention-based methods rarely consider the position information of aspect and contextual words. For an aspect word in a sentence, i...

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Detalles Bibliográficos
Autores principales: Li, Xianyong, Ding, Li, Du, Yajun, Fan, Yongquan, Shen, Fashan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8822055/
https://www.ncbi.nlm.nih.gov/pubmed/35145460
http://dx.doi.org/10.3389/fpsyg.2021.799926