Fact-Checking

FactEHR: A Dataset for Evaluating Factuality in Clinical Notes Using LLMs MLHC 2025 FactEval: Evaluating the Robustness of Fact Verification Systems in the Era of Large Language Models NAACL 2025 Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation NAACL 2025 FactLens: Benchmarking Fine-Grained Fact Verification ACL 2025 Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts EMNLP 2025 Fact Verification on Knowledge Graph via Programmatic Graph Reasoning EMNLP 2025 Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention COLING 2025 FaStFact: Faster, Stronger Long-Form Factuality Evaluations in LLMs EMNLP 2025 Fathom: A Fast and Modular RAG Pipeline for Fact-Checking ACL 2025 FinGrAct: A Framework for FINe-GRrained Evaluation of ACTionability in Explainable Automatic Fact-Checking EMNLP 2025 FIRE: Fact-checking with Iterative Retrieval and Verification NAACL 2025 From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation EMNLP 2025 From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025 From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs COLING 2025 FunghiFunghi at SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes SemEval 2025 Generating Grounded Responses to Counter Misinformation via Learning Efficient Fine-Grained Critiques IJCAI 2025 GIL-IIMAS UNAM at SemEval-2025 Task 3: MeSSI: A Multilmodule System to detect hallucinated Segments in trivia-like Inquiries. SemEval 2025 Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process IJCAI 2025 GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025 Graph-Linguistic Fusion: Using Language Models for Wikidata Vandalism Detection ACL 2025 Graph-of-Thoughts for Fact-Checking with Large Language Models ACL 2025 GreekBarBench: A Challenging Benchmark for Free-Text Legal Reasoning and Citations EMNLP 2025 Grounding Fallacies Misrepresenting Scientific Publications in Evidence NAACL 2025 Guaranteed Generation from Large Language Models ICLR 2025 HalluSearch at SemEval-2025 Task 3: A Search-Enhanced RAG Pipeline for Hallucination Detection SemEval 2025