COT、COT-SC、TOT 大预言模型思考方式||底层逻辑：prompt设定

先讲一下具体缩写的意思 

COT-chain of thoughts
COT-SC (Self-consistency)
Tree of thoughts:Deliberate problem solving with LLM 

 

我理解其实不复杂
1. 最简单的是：直接大白话问一次 （IO）
2. 进阶一点是：思维链，让一步步思考（CoT）
3. 再进一步是：思维链问多次，出结果后选举——少数服从多数(CoT-SC)
4. 思维树=思维链问多次+链里每一步的逐步选举(ToT)

TOT论文中文解读：

(309条消息) Tree of Thoughts: Deliberate Problem Solving with Large Language Models翻译_nopSled的博客-CSDN博客

Github链接：

princeton-nlp/tree-of-thought-llm: Official Implementation of "Tree of Thoughts: Deliberate Problem Solving with Large Language Models" (github.com)

论文原文：

[2305.10601] Tree of Thoughts: Deliberate Problem Solving with Large Language Models (arxiv.org)

REACT

Reference

GPT-4使用Tree of Thoughts框架，在解决复杂问题方面的能力提升了900%。_哔哩哔哩_bilibili