Alignment-Based Pseudo-Label Generation With Collaborative Filtering Mechanism for Enhanced Cross-Domain Aspect-Based Sentiment Analysis

Alignment-Based Pseudo-Label Generation With Collaborative Filtering Mechanism for Enhanced Cross-Domain Aspect-Based Sentiment Analysis

Aspect-based sentiment analysis (ABSA) in areas such as online shopping and restaurants can effectively facilitate specific service improvements. However, ABSA performance heavily relies on high-quality labeled data, posing a major challenge in data-scarce domains. To solve the data scarcity problem...

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Bibliographic Details
Main Authors: Yadi Xu, Noor Farizah Ibrahim
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Aspect-based sentiment analysis
scene-style alignment
adversarial training
pseudo-label
collaborative filtering mechanisms
Online Access:https://ieeexplore.ieee.org/document/10697156/
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https://ieeexplore.ieee.org/document/10697156/

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