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hallucination correction

9 papers

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Co-occurring keywords · papers mentioning both

large language model (3) external knowledge (2) hallucination detection (2) retrieval-augmented generation (2) text generation (2) faithful parsing (1) video-language alignment (1) semantic compatibility (1) candidate selection (1) clinical text summarization (1)

Papers

LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction AAAI 2026 Can Hallucination Correction Improve Video-Language Alignment? ACL 2025 Can Knowledge Editing Really Correct Hallucinations? ICLR 2025 Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025 Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025 Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization ACL 2024 Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion EMNLP 2024 Trustful LLMs: Customizing and Grounding Text Generation with knowledge bases and Dual Decoders EMNLP 2024 Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection NAACL 2021