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arxiv_cs_ai ยท May 8, 2026 ยท paper

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VecCISC: Improving Confidence-Informed Self-Consistency with Reasoning Trace Clustering and Candidate Answer Selection

arxiv.orgMay 8, 2026
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In brief

A standard technique for scaling inference-time reasoning is Self-Consistency, whereby multiple candidate answers are sampled from an LLM and the most common answer is selected. More recently, it has been shown that w...

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