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Learning from Self-Generated Responses: Reliability--Uncertainty Self-Distillation for Reasoning

This story is from 2026-10-15. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2610.19176v1 Announce Type: new Abstract: Reference solutions and question-specific rubrics are not always available to guide the teacher in self-distillation. A large language model's own solution attempts offer an alternative, but their quality is difficult to assess in open-ended tasks wit…

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  1. 2026-10-15 04:00 · arXiv cs.AI
    Learning from Self-Generated Responses: Reliability--Uncertainty Self-Distillation for Reasoning

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