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claim verification

199 papers

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Co-occurring keywords

evidence retrieval (229) natural language inference (1278) large language model (12755) fact checking (139) fact verification (253) information retrieval (1493) misinformation detection (225) textual entailment (241) evidence extraction (90) text classification (6776)

Papers

User-Centric Evidence Ranking for Attribution and Fact Verification EACL 2026
SciTrue: Evidence-Grounded Claim Verification in Science EACL 2026
Distill and Align Decomposition for Enhanced Claim Verification EACL 2026
KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking EACL 2026
ART: Adaptive Reasoning Trees for Explainable Claim Verification EACL 2026
HalluClean: A Unified Framework to Combat Hallucinations in LLMs AAAI 2026
A Reality Check on Context Utilisation for Retrieval-Augmented Generation ACL 2025
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ACL 2025
FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages ACL 2025
DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation EMNLP 2025
Team FMD LLM at the Financial Misinformation Detection Challenge Task: Exploring Task Structuring and Metadata Impact on Performance COLING 2025
1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains COLING 2025
GMU-MU at the Financial Misinformation Detection Challenge Task: Exploring LLMs for Financial Claim Verification COLING 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
ALiiCE: Evaluating Positional Fine-grained Citation Generation NAACL 2025
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis EMNLP 2025
The ClimateCheck Dataset: Mapping Social Media Claims About Climate Change to Corresponding Scholarly Articles ACL 2025
IndicClaimBuster: A Multilingual Claim Verification Dataset IJCNLP 2025
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025
VeriFastScore: Speeding up long-form factuality evaluation EMNLP 2025
Task-Oriented Automatic Fact-Checking with Frame-Semantics ACL 2025
Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025
ClaimCheck: Automatic Fact-Checking of Textual Claims using Web Evidence NAACL 2025
A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies EMNLP 2025
iai_MSU at SemEval-2025 Task-3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes in English ACL 2025