AI-Powered Academic Research: Complete Guide to Professional Paper Reading Prompts

This article shares an efficient prompt template specifically designed for reading computer science papers, constructed from the perspective of top computer science professors. The prompt employs a four-step workflow: task confirmation and planning, information extraction, report writing, and critical review, ensuring comprehensive and professional analysis. The output format strictly follows academic standards, including complete structures such as introduction, model design, experimental design, conclusions, and reviewer comments. Special emphasis is placed on tracing all information sources, with clear citations for each argument. This tool can effectively enhance researchers’ depth of understanding and efficiency when reading academic papers, particularly suitable for researchers and students in the AI and large model fields. The prompt has been verified in Cherry Studio through large model API with excellent formula rendering effects, making it a practical tool for academic research.