hallucination detection

When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA EMNLP 2025 Where Confabulation Lives: Latent Feature Discovery in LLMs EMNLP 2025 Where Did That Come From? Sentence-Level Error-Tolerant Attribution EMNLP 2025 Where is this coming from? Making groundedness count in the evaluation of Document VQA models NAACL 2025 Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysis WACV 2025 Who Remembers What? Tracing Information Fidelity in Human-AI Chains IJCNLP 2025 Why LVLMs Are More Prone to Hallucinations in Longer Responses: The Role of Context ICCV 2025 Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA EMNLP 2025 YNU-HPCC at SemEval-2025 Task3: Leveraging Zero-Shot Learning for Halluciantion Detection SemEval 2025 Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency EMNLP 2025 Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025 A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models EMNLP 2024 AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysis SemEval 2024 AlphaIntellect at SemEval-2024 Task 6: Detection of Hallucinations in Generated Text SemEval 2024 ANAH: Analytical Annotation of Hallucinations in Large Language Models ACL 2024 ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models NeurIPS 2024 Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL 2024 ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination Detection ACL 2024 ASOS at Arabic LLMs Hallucinations 2024: Can LLMs detect their Hallucinations :) COLING 2024 Atomic Self-Consistency for Better Long Form Generations EMNLP 2024 AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models EMNLP 2024 Automated Question-Answer Generation for Evaluating RAG-based Chatbots COLING 2024 BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models COLING 2024 Benchmarking Hallucination in Large Language Models Based on Unanswerable Math Word Problem COLING 2024 Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization ACL 2024