Fact-Checking

HalluClean: A Unified Framework to Combat Hallucinations in LLMs AAAI 2026 Investigating Language and Retrieval Bias in Multilingual Previously Fact-Checked Claim Detection EACL 2026 Is this chart lying to me? Automating the detection of misleading visualizations ACL 2026 KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking EACL 2026 LiveFact: A Dynamic, Time-Aware Benchmark for LLM-Driven Fake News Detection ACL 2026 MALicious INTent Dataset and Inoculating LLMs for Enhanced Disinformation Detection EACL 2026 Mask-to-Correct+: Leveraging Retriever Diversity for Masking-guided Faithful Fact Correction ACL 2026 MEVER: Multi-Modal and Explainable Claim Verification with Graph-based Evidence Retrieval EACL 2026 MultiCW: A Large-Scale Balanced Benchmark Dataset for Training Robust Check-Worthiness Detection Models EACL 2026 Multi-Hall-SA: A Cross-lingual Benchmark for Multi-Type Hallucination Detection in Low-Resource South African Languages EACL 2026 Multilingual and Cross-Lingual Citation Needed Detection on Wikipedia for Lower-Resource Languages ACL 2026 Multimodal Claim Extraction for Fact-Checking EACL 2026 News Credibility Assessment by LLMs and Humans: Implications for Political Bias EACL 2026 Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection ACL 2026 Pushing the Frontiers of Scientific Fact-Checking: The SCINLP Dataset EACL 2026 Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference AAAI 2026 ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error Annotations EACL 2026 RefLens: End-to-End Evidence-Grounded Citation Verification with LLM Agents AAAI 2026 REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control ACL 2026 REVEAL: Retrieval-Enhanced Verification for Multimodal Fact-Checking EACL 2026 SciTrue: Evidence-Grounded Claim Verification in Science EACL 2026 Selective Multimodal Retrieval for Automated Verification of Image–Text Claims EACL 2026 SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking ACL 2026 Tailoring Rumor Debunking to You: Diversifying Chinese Rumor-Debunking Passages with an LLM-Driven Simulated Feedback-Enhanced Framework EACL 2026 Take It All: Ensemble Retrieval for Multimodal Evidence Aggregation EACL 2026