fact verification

Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding ACL 2026 ClaimDB: A Fact Verification Benchmark over Large Structured Data ACL 2026 Claim Verification in the Age of Large Language Models: A Survey ACL 2026 Controlling Uncertainty and Hallucination Risk in Multi-Agent Fact Verification UAI 2026 CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning EACL 2026 DeepFact: Co-Evolving Benchmarks and Agents for Deep Research Factuality ACL 2026 Detecting Citation Hallucinations in Large Language Model Outputs (Student Abstract) AAAI 2026 Evidence Grounding vs. Memorization: Why Neural Semantics Matter for Knowledge Graph Fact Verification EACL 2026 SciTrue: Evidence-Grounded Claim Verification in Science EACL 2026 The Automatic Verification of Image-Text Claims (AVerImaTeC) Shared Task EACL 2026 The Energy of Falsehood: Detecting Hallucinations via Diffusion Model Likelihoods EACL 2026 User-Centric Evidence Ranking for Attribution and Fact Verification EACL 2026 Advacheck at SemEval-2025 Task 3: Combining NER and RAG to Spot Hallucinations in LLM Answers SemEval 2025 AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation EMNLP 2025 A Little Human Data Goes A Long Way ACL 2025 Benchmarking Query-Conditioned Natural Language Inference ACL 2025 Better Together: Towards Localizing Fact-Related Hallucinations using Open Small Language Models AACL 2025 Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims ACL 2025 BHRAM-IL: A Benchmark for Hallucination Recognition and Assessment in Multiple Indian Languages AACL 2025 ChronoFact: Timeline-based Temporal Fact Verification IJCAI 2025 ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025 ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts EMNLP 2025 CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation ACL 2025 Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts IJCNLP 2025 Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models EMNLP 2025