hallucination detection

Aerial Mirage: Unmasking Hallucinations in Large Vision Language Models WACV 2025 “AGI” team at SHROOM-CAP: Data-Centric Approach to Multilingual Hallucination Detection using XLM-RoBERTa AACL 2025 A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs EMNLP 2025 AILS-NTUA at SemEval-2025 Task 3: Leveraging Large Language Models and Translation Strategies for Multilingual Hallucination Detection SemEval 2025 A.M.P at SciHal2025: Automated Hallucination Detection in Scientific Content via LLMs and Prompt Engineering ACL 2025 An Automatic Method to Estimate Correctness of RAG COLING 2025 A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation NAACL 2025 AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMs EMNLP 2025 ARGUS: Hallucination and Omission Evaluation in Video-LLMs ICCV 2025 A Survey of Uncertainty Estimation Methods on Large Language Models ACL 2025 ATLANTIS at SemEval-2025 Task 3 : Detecting Hallucinated Text Spans in Question Answering SemEval 2025 Atomic Calibration of LLMs in Long-Form Generations IJCNLP 2025 Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models EMNLP 2025 Attributive Reasoning for Hallucination Diagnosis of Large Language Models AAAI 2025 Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation ICLR 2025 AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025 Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025 Better Together: Towards Localizing Fact-Related Hallucinations using Open Small Language Models AACL 2025 Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs NAACL 2025 Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity ACL 2025 BHRAM-IL: A Benchmark for Hallucination Recognition and Assessment in Multiple Indian Languages AACL 2025 BlueToad at SemEval-2025 Task 3: Using Question-Answering-Based Language Models to Extract Hallucinations from Machine-Generated Text SemEval 2025 Bold Claims or Self-Doubt? Factuality Hallucination Type Detection via Belief State EMNLP 2025 Can LLMs Detect Intrinsic Hallucinations in Paraphrasing and Machine Translation? ACL 2025 Can LLMs Recognize Their Own Analogical Hallucinations? Evaluating Uncertainty Estimation for Analogical Reasoning ACL 2025