Liam K. Peing

Parameter-Efficient Contextual Calibration for Hallucination Mitigation in Domain-Specific Large Language Model Retrieval-Augmented Generation

CAL-RAG (Context-Aware Low-Rank Calibration for RAG), a parameter-efficient fine-tuning and decoding calibration framework designed to enforce strict contextual faithfulness without compromising generative fluency, is proposed.