misinformation detection

Accommodation and Epistemic Vigilance: A Pragmatic Account of Why LLMs Fail to Challenge Harmful Beliefs ACL 2026 All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection ACL 2026 Beyond Detection: Exploring Evidence-based Multi-Agent Debate for Misinformation Intervention and Persuasion AAAI 2026 Enhancing Multimodal Misinformation Detection by Replaying the Whole Story from Image Modality Perspective AAAI 2026 Mask-to-Correct+: Leveraging Retriever Diversity for Masking-guided Faithful Fact Correction ACL 2026 MindMiner at SemEval-2026 Task 10: Multi-Model Approaches to Conspiracy Detection and Psycholinguistic Marker Extraction SemEval 2026 News Credibility Assessment by LLMs and Humans: Implications for Political Bias EACL 2026 No Innocence in Styling: Discovery of Privacy Protection Capabilities and Security Risks in Consumer Generative AI Writing Assistants ACL 2026 Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference AAAI 2026 T2Agent: A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search AAAI 2026 Tailoring Rumor Debunking to You: Diversifying Chinese Rumor-Debunking Passages with an LLM-Driven Simulated Feedback-Enhanced Framework EACL 2026 The Impact of Highlighting Subjective Language on Perceived News Trustworthiness EACL 2026 Toward Multimodal Fake News Detection by Multi-perspective Rationale Generation and Verification AAAI 2026 TrendFact: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking ACL 2026 VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking ACL 2026 What’s Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews ACL 2026 Adversarial Attacks Against Automated Fact-Checking: A Survey EMNLP 2025 A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025 Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media ACL 2025 Ask Asper at the Financial Misinformation Detection Challenge Task: Enhancing Financial Decision-Making: A Dual Approach Using Explainable LLMs for Misinformation Detection COLING 2025 A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies EMNLP 2025 Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models EMNLP 2025 Battling Misinformation: An Empirical Study on Adversarial Factuality in Open-Source Large Language Models NAACL 2025 Beyond Text: Fine-Grained Multi-Modal Fact Verification with Hypergraph Transformers AAAI 2025 CANDY: Benchmarking LLMs’ Limitations and Assistive Potential in Chinese Misinformation Fact-Checking EMNLP 2025