How to Ask the AI: A User Perspective Survey for Large Language Model Prompting
AI tools like ChatGPT and DeepSeek, powered by Large Language Models (LLMs), allow users to obtain instant and effective content responses simply by typing requests, such as ``plan a three-day Vienna trip'', ``solve the attached mathematical problem'', ``draft an email to inquire review progress'', etc., which are also known as LLM prompts. Crafting clear and well-structured prompts leads to more appropriate LLM feedback, which effectively bridges human-LLM interaction. Although prompting appears accessible to non-expert users, precisely organizing effective prompts is a highly systematic and skillful process, presenting potential challenges even for experienced users. This survey explore...
| Authors | Yiqun Zhang, Yunfan Zhang, Mingjie Zhao et al. |
|---|---|
| Primary category | cs.HC |
| Published | 17 June 2026 |
| Last updated at source | 17 June 2026 |
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