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.
Is a picture worth a thousand words? an empirical study of image content and social media engagement.Journal of marketing research, 57(1):1–19, 2020
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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.