Enhancing Weibo Sentiment Analysis With Multi-Modal Learning: Integrating Text and Synthesized Images With Contrastive Learning

Enhancing Weibo Sentiment Analysis With Multi-Modal Learning: Integrating Text and Synthesized Images With Contrastive Learning

In this paper, we aim to improve sentiment analysis on weibo, a vital platform for sentiment and opinion expression. Current sentiment analysis methods struggle with the unique challenges of Weibo posts, which often contain informal language, sarcasm, and lack of context, making it difficult to capt...

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Bibliographic Details
Main Authors: Chuyang Wang, Jessada Konpang, Adisorn Sirikham, Shasha Tian
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Sentiment analysis
multi-modal approach
pre-trained text-to-image model
self-supervised contrastive learning
Online Access:https://ieeexplore.ieee.org/document/11036745/
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