Fact-Checking

Constructing a Japanese Verdict Prediction Dataset for Fact-Checking of LLM-Generated Texts ACL 2026 Controlling Uncertainty and Hallucination Risk in Multi-Agent Fact Verification UAI 2026 Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification ACL 2026 DeepFact: Co-Evolving Benchmarks and Agents for Deep Research Factuality ACL 2026 DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness EACL 2026 Detecting Citation Hallucinations in Large Language Model Outputs (Student Abstract) AAAI 2026 Detecting Fake News in Short Videos Through Multi-View Aggregation AAAI 2026 DIA-HARM: Dialectal Disparities in Harmful Content Detection Across 50 English Dialects ACL 2026 Distill and Align Decomposition for Enhanced Claim Verification EACL 2026 Drifting Away from Truth: GenAI-Driven News Diversity Challenges LVLM-Based Misinformation Detection AAAI 2026 Entity-aware Cross-lingual Claim Detection for Automated Fact-checking EACL 2026 Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources AAAI 2026 Explaining Sources of Uncertainty in Automated Fact-Checking ACL 2026 Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System AAAI 2026 FactAppeal: Identifying Epistemic Factual Appeals in News Media EACL 2026 FactCorrector: A Graph-Inspired Approach to Long-Form Factuality Correction of Large Language Models ACL 2026 FACTGUARD: Event-Centric and Commonsense-Guided Fake News Detection AAAI 2026 FactSearch: An Interactive Agentic Fact Search System for Verifying Large Language Model Outputs ACL 2026 FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs EACL 2026 Factuality Evaluation Using Reasoning and World Modeling AAAI 2026 FineRef: Fine-Grained Error Reflection and Correction for Long-Form Generation with Citations AAAI 2026 Format Matters: The Robustness of Multimodal LLMs in Reviewing Evidence from Tables and Charts AAAI 2026 From Form to Logic: Masked Reconstruction and Reasoning Distillation for Short Video Fake News Detection ACL 2026 HAD: HAllucination Detection Language Models Based on a Comprehensive Hallucination Taxonomy ACL 2026 HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences ACL 2026