X-POSE is a real-world multimodal fact-checking benchmark from X posts and news articles; TRENT is a model with parallel cross-attention and entailment/contradiction fusion that outperforms prior specialized models and VLMs.
Twitter-comms: Detecting climate, covid, and military multimodal misinformation
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Evidence Triangulation for Multimodal Fact-Checking in the Wild
X-POSE is a real-world multimodal fact-checking benchmark from X posts and news articles; TRENT is a model with parallel cross-attention and entailment/contradiction fusion that outperforms prior specialized models and VLMs.