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Reasoning with Language Model Prompting: A Survey

2022-12-19 16:32:42
Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen
arXiv_AI
       
Abstract

Reasoning, as an essential ability for complex problem-solving, can provide back-end support for various real-world applications, such as medical diagnosis, negotiation, etc. This paper provides a comprehensive survey of cutting-edge research on reasoning with language model prompting. We introduce research works with comparisons and summaries and provide systematic resources to help beginners. We also discuss the potential reasons for emerging such reasoning abilities and highlight future research directions.

Abstract (translated)

URL

https://arxiv.org/abs/2212.09597

PDF

https://arxiv.org/pdf/2212.09597.pdf

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