conftrace_

multimodal misinformation detection

9 papers

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Also known as

MMD

Co-occurring keywords · papers mentioning both

misinformation detection (2) large vision-language model (2) multimodal large language model (2) vision-language model (2) multimodal learning (2) video misleading headline (1) video content analysis (1) misleading headline detection (1) dataset annotation study (1) class distribution shift (1)

Papers

Drifting Away from Truth: GenAI-Driven News Diversity Challenges LVLM-Based Misinformation Detection AAAI 2026 Probabilistic Concept Graph Reasoning for Multimodal Misinformation Detection CVPR 2026 MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs ICLR 2025 TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection EMNLP 2025 Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs EMNLP 2024 Interpretable Multimodal Misinformation Detection with Logic Reasoning ACL 2023 Not all Fake News is Written: A Dataset and Analysis of Misleading Video Headlines EMNLP 2023 Temporal Generalizability in Multimodal Misinformation Detection EMNLP 2023 Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation NAACL 2022