RACE-Align generates preference pairs from RAG-grounded chain-of-thought answers and applies DPO to align a 1.7B model, showing improved reasoning scores in TCM QA but lacking statistical support.
Large language models: A survey of their development, capabilities, and applications.Knowledge and Information Systems, pages 1–56, 2024
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RACE-Align: Retrieval-Augmented and Chain-of-Thought Enhanced Preference Alignment for Large Language Models
RACE-Align generates preference pairs from RAG-grounded chain-of-thought answers and applies DPO to align a 1.7B model, showing improved reasoning scores in TCM QA but lacking statistical support.