Fact-Checking

SAFE: Structured Argumentation for Fact-checking with Explanations IJCAI 2025 SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025 Scalar_NITK at SHROOM-CAP: Multilingual Factual Hallucination and Fluency Error Detection in Scientific Publications Using Retrieval-Guided Evidence and Attention-Based Feature Fusion AACL 2025 SciClaims: An End-to-End Generative System for Biomedical Claim Analysis EMNLP 2025 SciHallu: A Multi-Granularity Hallucination Detection Dataset for Scientific Writing IJCNLP 2025 SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ACL 2025 SemEval-2025 Task 6: Multinational, Multilingual, Multi-Industry Promise Verification SemEval 2025 SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval SemEval 2025 SemQA: Evaluating Evidence with Question Embeddings and Answer Entailment for Fact Verification ACL 2025 ShortCheck: Checkworthiness Detection of Multilingual Short‐Form Videos IJCNLP 2025 SHROOM-CAP: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications AACL 2025 Similarity over Factuality: Are we Making Progress on Multimodal Out-of-Context Misinformation Detection? WACV 2025 Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation EMNLP 2025 SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models ICCV 2025 SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ACL 2025 SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA AACL 2025 SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalism ACL 2025 SSA: Semantic Contamination of LLM-Driven Fake News Detection EMNLP 2025 Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning NAACL 2025 Structure-aware Propagation Generation with Large Language Models for Fake News Detection EMNLP 2025 Summary Factual Inconsistency Detection Based on LLMs Enhanced by Universal Information Extraction ACL 2025 Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection SemEval 2025 SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification AACL 2025 SYNTHVERIFY: Enhancing Zero-Shot Claim Verification through Step-by-Step Synthetic Data Generation ACL 2025 T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts ACL 2025