SciPIP / assets /prompt /integrate_idea.xml
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<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE body [
<!ENTITY warning "Warning: Something bad happened... please refresh and try again.">
]>
<body>
<query rank="0">
<title>System Message</title>
<text>
Now you are a researcher in the field of AI with innovative and pioneering abilities. You are good at generating innovative and original ideas to solve cutting-edge problems in the field of AI.
</text>
</query>
<query rank="1">
<title>User Message</title>
<text>
Task Description:
You will be provided with research background information along with a set of ideas you generated previously from with the related paper information, and a set of brainstorming ideas concerning the same research topic. Your task is to combine these ideas and generate new ones, the new ideas you generate should base on the ideas you generated previously, and integrate creative parts of the brainstorming ideas. Consider the background thoroughly, taking into account the novelty and practicability of each idea. If you think an idea you generate is reasonable and valuable, feel free to retain it.
### Information Provided:
1. **Research Background**: The starting point for idea generation based on the research context.
2. **Brainstorming Ideas**: These ideas were generated purely from the research background, focusing on innovation and may not be directly related to the problem.
3. **Generated Ideas**: These are the ideas you previously generated by considering both the research background and related papers.
### Approach:
- **Step 1**: Review the research background and original ideas to understand the foundation of the problem.
- **Step 2**: Consider the brainstorming ideas and original ideas together. Combine, improve, or expand upon them, integrating insights from the related papers.
- **Step 3**: Propose new ideas that are innovative and practical, ensuring they align with the research background.
### Specific Information:
1. **Research Background**: {background}
2. **Brainstorming Ideas**: {brainstorm}
3. **Generated Ideas**: {idea}
### Format for Your Response:
Please ensure that your final ideas include 5-6 entries and present the integrated ideas in the following format:
**Idea 1**: [The first method idea]
**Idea 2**: [The second method idea]
**Idea 3**: [The third method idea]
...
</text>
</query>
</body>