تقرير
Reasoning with Language Model Prompting: A Survey
| العنوان: | Reasoning with Language Model Prompting: A Survey |
|---|---|
| المؤلفون: | Qiao, Shuofei, Ou, Yixin, Zhang, Ningyu, Chen, Xiang, Yao, Yunzhi, Deng, Shumin, Tan, Chuanqi, Huang, Fei, Chen, Huajun |
| سنة النشر: | 2022 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Information Retrieval, Computer Science - Machine Learning |
| الوصف: | 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). Comment: ACL 2023, 24 pages, add references of theoretical analysis |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2212.09597 |
| رقم الأكسشن: | edsarx.2212.09597 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |