الباحثون

Xiong Peng

المنشورات 2

نسخة أولية وصول مفتوح

Test-time Calibration Learning for Large Language Model Reasoning

Zizhuo Zhang, Xiong Peng, Jingwei Sun وآخرون · 2026

Reliable large language models (LLMs) must not only produce accurate answers but also express confidence that faithfully reflects their probability of being correct. Such calibration is essential for identifying uncertain predictions and supporting reliable decision-making in real-world deployment. Recent studies incor …

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