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Semantic Scholar Open Access 2022 420 sitasi

Reasoning with Language Model Prompting: A Survey

Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao +4 lainnya
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Abstrak

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. Resources are available at https://github.com/zjunlp/Prompt4ReasoningPapers (updated periodically).

Topik & Kata Kunci

Computer Science

Penulis (9)

S

Shuofei Qiao

Y

Yixin Ou

N

Ningyu Zhang

X

Xiang Chen

Y

Yunzhi Yao

S

Shumin Deng

C

Chuanqi Tan

F

Fei Huang

H

Huajun Chen

Format Sitasi

APA MLA BibTeX
Qiao, S., Ou, Y., Zhang, N., Chen, X., Yao, Y., Deng, S. et al. (2022). Reasoning with Language Model Prompting: A Survey. https://doi.org/10.48550/arXiv.2212.09597

Akses Cepat

Lihat di Sumber doi.org/10.48550/arXiv.2212.09597
Informasi Jurnal
Tahun Terbit
2022
Bahasa
en
Total Sitasi
420×
Sumber Database
Semantic Scholar
DOI
10.48550/arXiv.2212.09597
Akses
Open Access ✓