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fact verification

253 papers

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Also known as

AFC FEVEROUS FV FEVER

Co-occurring keywords

large language model (12755) evidence retrieval (229) natural language inference (1278) claim verification (199) hallucination detection (505) information retrieval (1493) retrieval-augmented generation (1459) table understanding (130) question answering (2904) text classification (6776)

Papers

CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning EACL 2026
Evidence Grounding vs. Memorization: Why Neural Semantics Matter for Knowledge Graph Fact Verification EACL 2026
Detecting Citation Hallucinations in Large Language Model Outputs (Student Abstract) AAAI 2026
User-Centric Evidence Ranking for Attribution and Fact Verification EACL 2026
The Energy of Falsehood: Detecting Hallucinations via Diffusion Model Likelihoods EACL 2026
The Automatic Verification of Image-Text Claims (AVerImaTeC) Shared Task EACL 2026
SciTrue: Evidence-Grounded Claim Verification in Science EACL 2026
Overview of the SciHal25 Shared Task on Hallucination Detection for Scientific Content ACL 2025
Advacheck at SemEval-2025 Task 3: Combining NER and RAG to Spot Hallucinations in LLM Answers ACL 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs EMNLP 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
SemQA: Evaluating Evidence with Question Embeddings and Answer Entailment for Fact Verification ACL 2025
HalluSearch at SemEval-2025 Task 3: A Search-Enhanced RAG Pipeline for Hallucination Detection ACL 2025
uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text ACL 2025
VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025
TUM-MiKaNi at SemEval-2025 Task 3: Towards Multilingual and Knowledge-Aware Non-factual Hallucination Identification ACL 2025
MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction EMNLP 2025
TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning NAACL 2025
On Reference (In-)Determinacy in Natural Language Inference NAACL 2025
Minimal Evidence Group Identification for Claim Verification NAACL 2025
M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025
(Fact) Check Your Bias ACL 2025
The 2nd Automated Verification of Textual Claims (AVeriTeC) Shared Task: Open-weights, Reproducible and Efficient Systems ACL 2025
Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification ACL 2025
GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025