ICL/CoT/GoT

https://www.langchain.asia/

https://www.cnblogs.com/AlwaysSui/p/18144181

复杂推理

复杂推理：大语言模型的北极星能力 https://github.com/FranxYao/chain-of-thought-hub

中文

https://yaofu.notion.site/Towards-Complex-Reasoning-the-Polaris-of-Large-Language-Models-c2b4a51355b44764975f88e6a42d4e75

CoT

AUTOMATIC CHAIN OF THOUGHT PROMPTING IN LARGE LANGUAGE MODELS ()

Large Language Models Are Zero-Shot Reasoners （NeurIPS 2022）

Complexity-Based Prompting For Multi-Step Reasoning （ICLR 2022）

Automatic Chain Of Thought Prompting In Large Language Models （ICLR 2023）

Auto-CoT: Automatic Chain of Thought Prompting in Large Language Models (ICLR 2023) https://github.com/amazon-science/auto-cot

"类比提示"(analogical prompting)

• Emergent Analogical Reasoning in Large Language Models
  (NHB'23, Nature Human Behaviour 2023) @University of California [Paper][arXiv][Code]

• LARGE LANGUAGE MODELS AS ANALOGICAL REASONERS
  (ICLR'24) @Google DeepMind [arXiv][推文]