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A semi supervised approach to Arabic aspect category detection using Bert and teacher-student model

Aspect-based sentiment analysis tasks are well researched in English. However, we find such research lacking in the context of the Arabic language, especially with reference to aspect category detection. Most of this research is focusing on supervised machine learning methods that require the use of...

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Main Authors: Miada Almasri, Norah Al-Malki, Reem Alotaibi
Format: Artigo
Language:Inglês
Published: PeerJ Inc. 2023-06-01
Series:PeerJ Computer Science
Subjects:
BERT
Transformer
AraBERT
Sentiment Analysis
Teacher model
Noisy Student model
Online Access:https://peerj.com/articles/cs-1425.pdf
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