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Beyond Confidence: Stability-Aware Test-Time Adaptation for LLM Reasoning

arXiv cs.AI ↗ · 2026-09-12 Cached

This paper proposes TASCO, a framework for test-time adaptation in LLMs that incorporates local stability into confidence-based optimization to improve reasoning accuracy and token efficiency without updating model parameters.

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