Tag: Instruction Tuning

All the articles with the tag "Instruction Tuning".

• Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs

  Published: 6 May, 2025 |  at  01:18 AM

  

  89.54 😐

  本文通过实证研究发现，大型语言模型在推理任务中存在"过度思考"简单问题和"思考不足"困难问题的现象，其推理长度与正确性呈非单调关系，且简单偏好更短回答可在保持准确率的同时显著减少生成长度。