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.
Explainability for large language models: A survey.ACM Transactions on Intelligent Systems and Technology, 15(2):1–38, 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.