CheckRLM extracts factual claims from reasoning chains, detects inconsistencies via RAG, and refines them with low-cost corrections to reduce error accumulation in Reasoning Language Models.
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CheckRLM: Effective Knowledge-Thought Coherence Checking in Retrieval-Augmented Reasoning
CheckRLM extracts factual claims from reasoning chains, detects inconsistencies via RAG, and refines them with low-cost corrections to reduce error accumulation in Reasoning Language Models.