InfoPDF uses mutual information to suppress noise in LLM-generated synthetic propagation graphs and adaptively fuse them with real data, yielding more discriminative representations for fake news detection.
Supervised adversarial contrastive learning for emotion recognition in conversations
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An Information-theoretic Propagation Denoising and Fusion Framework for Fake News Detection
InfoPDF uses mutual information to suppress noise in LLM-generated synthetic propagation graphs and adaptively fuse them with real data, yielding more discriminative representations for fake news detection.