Tag: Confidence Estimation

All the papers with the tag "Confidence Estimation".

• MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness

  grok-3-latest

  Score: 0.66

  Published:2025年4月30日 at  at 16:17

  #LLM, #Confidence Estimation, #Hallucination Mitigation, #Multi-Task Reasoning

  本文提出MAC-Tuning方法，通过分离答案预测和置信度估计的学习过程，显著提升大型语言模型在多问题设置下的知识边界意识和推理可靠性，平均精度最高提升25%。