Fact-Checking

Minimal Evidence Group Identification for Claim Verification NAACL 2025 ML-Promise: A Multilingual Dataset for Corporate Promise Verification EMNLP 2025 MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction EMNLP 2025 MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025 MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection SemEval 2025 Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection IJCNLP 2025 MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters EMNLP 2025 MultiHoax: A Dataset of Multi-hop False-premise questions ACL 2025 Multilingual Symptom Detection on Social Media: Enhancing Health-related Fact-checking with LLMs ACL 2025 Multilingual vs Crosslingual Retrieval of Fact-Checked Claims: A Tale of Two Approaches EMNLP 2025 MultiMind at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval via Multi-Source Alignment SemEval 2025 Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies COLING 2025 Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning IJCAI 2025 MultiReflect: Multimodal Self-Reflective RAG-based Automated Fact-Checking ACL 2025 MuSciClaims: Multimodal Scientific Claim Verification IJCNLP 2025 Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025 NCL-AR at SemEval-2025 Task 7: A Sieve Filtering Approach to Refute the Misinformation within Harmful Social Media Posts SemEval 2025 NLP_CIMAT at SemEval-2025 Task 3: Just Ask GPT or look Inside. A prompt and Neural Networks Approach to Hallucination Detection SemEval 2025 NLP_goats@DravidianLangTech 2025: Detecting Fake News in Dravidian Languages: A Text Classification Approach NAACL 2025 Non-Existent Relationship: Fact-Aware Multi-Level Machine-Generated Text Detection EMNLP 2025 Not ready for the bench: LLM legal interpretation is unstable and uncalibrated to human judgments EMNLP 2025 NumPert: Numerical Perturbations to Probe Language Models for Veracity Prediction IJCNLP 2025 OldJoe at AVeriTeC: In-context learning for fact-checking ACL 2025 o-MEGA: Optimized Methods for Explanation Generation and Analysis EMNLP 2025 On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation NAACL 2025