proof blockPage 368%
SPREG: Structured Plan Repair with Entropy-Guided Test-Time Intervention for Large Language Model Reasoning explores This framework enhances LLM reasoning by detecting and correcting logical errors in real-time using entropy gating and structured plan repair.. Commercial viability score: 5/10 in LLM Reasoning.
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Canonical route: /paper/spreg-structured-plan-repair-with-entropy-guided-test-time-intervention-for-large-language-model-reasoning
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Agent Handoff
Canonical ID spreg-structured-plan-repair-with-entropy-guided-test-time-intervention-for-large-language-model-reasoning | Route /paper/spreg-structured-plan-repair-with-entropy-guided-test-time-intervention-for-large-language-model-reasoning
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/spreg-structured-plan-repair-with-entropy-guided-test-time-intervention-for-large-language-model-reasoningMCP example
{
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}source_context
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}Paper proof page receipt window
/buildability/spreg-structured-plan-repair-with-entropy-guided-test-time-intervention-for-large-language-model-reasoning
Subject: SPREG: Structured Plan Repair with Entropy-Guided Test-Time Intervention for Large Language Model Reasoning
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Dimensions overall score 5.0
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Receipt path
/buildability/spreg-structured-plan-repair-with-entropy-guided-test-time-intervention-for-large-language-model-reasoning
Paper ref
spreg-structured-plan-repair-with-entropy-guided-test-time-intervention-for-large-language-model-reasoning
arXiv id
2604.17884
Generated at
2026-04-21T20:33:49.808Z
Evidence freshness
stale
Last verification
2026-04-21T20:33:49.808Z
Sources
4
References
0
Coverage
67%
Lineage hash
1ebdcab065304aef97b849b67f20fce14422a011a741c767288273d4040c0964
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Pending verification refs / 4 sources / Verification pending
repo_url
references
This equation captures one of the core mathematical components of the system. Ht = − X v∈V pt,v log pt,v Rather than relying on static thresholds, SPREG maintains a sliding window Wt of size W = 10
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This equation captures one of the core mathematical components of the system. relative sensitivity α = 1.5 captures local anomalies, while the absolute floor Hmin = 2.0 filters out
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This equation captures one of the core mathematical components of the system. where ¯i = (n −1)/2. If the entropy increases slowly (gt < gmin = 0.3) and remains moderate
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