Multilingual sentiment analysis in restaurant reviews using aspect focused learning

Multilingual sentiment analysis in restaurant reviews using aspect focused learning

Abstract Cross-cultural sentiment analysis in restaurant reviews presents unique challenges due to linguistic and cultural differences across regions. The purpose of this study is to develop a culturally adaptive sentiment analysis model that improves sentiment detection across multilingual restaura...

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Bibliographic Details
Main Authors: Arifur Rahman, Md. Azam Khan, Kanchon Kumar Bishnu, Uland Rozario, Adit Ishraq, M. F. Mridha, Zeyar Aung
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Cross-cultural sentiment analysis
XLM-RoBERTa
Aspect-focused attention
Restaurant reviews
Natural language processing
Sentiment classification
Online Access:https://doi.org/10.1038/s41598-025-12464-y
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https://doi.org/10.1038/s41598-025-12464-y

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