RAMM improves multimodal fake news detection by retrieving abstract narrative consistencies across instances and shifting to analogical reasoning via an MLLM backbone and two alignment modules.
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Retrieval-Augmented Multimodal Model for Fake News Detection
RAMM improves multimodal fake news detection by retrieving abstract narrative consistencies across instances and shifting to analogical reasoning via an MLLM backbone and two alignment modules.