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20232026
most citedPredicting the Performance of Foundation Models via Agreement-on-the-Line

1 citations · 2 across the 8 of their papers we have counts for

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cs.AI2026

Understanding and Mitigating Premature Confidence for Better LLM Reasoning

Jingchu Gai, Guanning Zeng, Christina Baek +4

Long chains of thought (CoT) from current language models frequently contain logical gaps and unjustified leaps, limiting the gains from additional test-time compute. Improving rea…