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fact verification

226 papers

FV

Papers

EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions ACL 2025 Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models AAAI 2025 (Fact) Check Your Bias ACL 2025 FactEval: Evaluating the Robustness of Fact Verification Systems in the Era of Large Language Models NAACL 2025 FactLens: Benchmarking Fine-Grained Fact Verification ACL 2025 FACTS&EVIDENCE: An Interactive Tool for Transparent Fine-Grained Factual Verification of Machine-Generated Text NAACL 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 FaVe: Factored and Verified Search Rationale for Long-form Answer ACL 2025 FunghiFunghi at SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes SemEval 2025 GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025 HALoGEN: Fantastic LLM Hallucinations and Where to Find Them ACL 2025 Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion ACL 2025 iai_MSU at SemEval-2025 Task-3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes in English SemEval 2025 Identifying and Answering Questions with False Assumptions: An Interpretable Approach EMNLP 2025 JU_NLP at SemEval-2025 Task 7: Leveraging Transformer-Based Models for Multilingual & Crosslingual Fact-Checked Claim Retrieval SemEval 2025 Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition EMNLP 2025 Learning to Verify Summary Facts with Fine-Grained LLM Feedback COLING 2025 Loki: An Open-Source Tool for Fact Verification COLING 2025 M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025 Minimal Evidence Group Identification for Claim Verification NAACL 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 MultiMind at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval via Multi-Source Alignment SemEval 2025 MultiReflect: Multimodal Self-Reflective RAG-based Automated Fact-Checking ACL 2025