When Does External Guidance Help LLM Reasoning? A Bias-Variance Theory of Guidance-Augmented GRPO
arXiv 2610.06861v1•a9cd6bf3f6d0580c3df6a3bdf57f3f63a23124ae2d92d351d1f2033230c085e8
Paper metadata
- arXiv ID
- 2610.06861
- Version
- v1
- Category
- cs.CL, cs.LG
- Authors
- Sofia Torres, Gabriel Almeida, Carter Adams, Camila Rocha
- Publication date
- 2026-10-07T04:00:00Z
- Source identifier
- 2610.06861v1
- Public record ID
- record:sha256:a9cd6bf3f6d0580c3df6a3bdf57f3f63a23124ae2d92d351d1f2033230c085e8
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Evidence and limitations
- Source ID
- arxiv_research
- Record identifier
- a9cd6bf3f6d0580c3df6a3bdf57f3f63a23124ae2d92d351d1f2033230c085e8
- Record type
- Source metadata
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