Fact-Checking

UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output SemEval 2025 uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text SemEval 2025 UMUTeam at SemEval-2025 Task 7: Multilingual Fact-Checked Claim Retrieval with XLM-RoBERTa and Self-Alignment Pretraining Strategy SemEval 2025 Unraveling Misinformation Propagation in LLM Reasoning EMNLP 2025 Unsupervised Hallucination Detection by Inspecting Reasoning Processes EMNLP 2025 Unveiling Fake News with Adversarial Arguments Generated by Multimodal Large Language Models COLING 2025 UrduFactCheck: An Agentic Fact-Checking Framework for Urdu with Evidence Boosting and Benchmarking EMNLP 2025 UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval SemEval 2025 Veracity: An Open-Source AI Fact-Checking System IJCAI 2025 VerbaNexAI at SemEval-2025 Task 3: Fact Retrieval with Google Snippets for LLM Context Filtering to identify Hallucinations SemEval 2025 VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts EMNLP 2025 VeriFastScore: Speeding up long-form factuality evaluation EMNLP 2025 Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation NAACL 2025 Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics ACL 2025 VeritasQA: A Truthfulness Benchmark Aimed at Multilingual Transferability COLING 2025 ViClaim: A Multilingual Multilabel Dataset for Automatic Claim Detection in Videos EMNLP 2025 ViFactCheck: A New Benchmark Dataset and Methods for Multi-Domain News Fact-Checking In Vietnamese AAAI 2025 Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding EMNLP 2025 When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA EMNLP 2025 When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification ACL 2025 Where Did That Come From? Sentence-Level Error-Tolerant Attribution EMNLP 2025 Winning ClimateCheck: A Multi-Stage System with BM25, BGE-Reranker Ensembles, and LLM-based Analysis for Scientific Abstract Retrieval ACL 2025 Word2winners at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval SemEval 2025 You Only Query Twice: Multimodal Rumor Detection via Evidential Evaluation from Dual Perspectives COLING 2025 Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025