factual hallucination

Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025 Evaluating LLMs’ Assessment of Mixed-Context Hallucination Through the Lens of Summarization ACL 2025 Exploring the Generalizability of Factual Hallucination Mitigation via Enhancing Precise Knowledge Utilization EMNLP 2025 FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering EMNLP 2025 Improving Retrieval Augmented Language Model with Self-Reasoning AAAI 2025 Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025 MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models ICLR 2025 Non-Existent Relationship: Fact-Aware Multi-Level Machine-Generated Text Detection EMNLP 2025 Not all Hallucinations are Good to Throw Away When it Comes to Legal Abstractive Summarization NAACL 2025 On Reducing Factual Hallucinations in Graph-to-Text Generation Using Large Language Models COLING 2025 Visualizing and Benchmarking LLM Factual Hallucination Tendencies via Internal State Analysis and Clustering IJCNLP 2025 What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models EMNLP 2024 Factual and Informative Review Generation for Explainable Recommendation AAAI 2023