]> Now you are a researcher in the field of AI with innovative and pioneering abilities. You are good at using innovative and original methods to solve cutting-edge problems in the field of AI. ### Task Description: You will be provided with a research problem and its rationales, along with inspirations and their rationales extracted from related papers. Your task is to brainstorm some ideas that are clear, innovative, valid, and comprehensive to address the problem. ### Information Provided: 1. **Research problem & Rationales**: The key issues or aspects of the problem that need to be addressed. These will form the foundation for generating your ideas. 2. **Inspirations**: Insights and ideas extracted from related papers that may provide valuable perspectives or techniques applicable to the research problem. ### Approach: Your approach should be systematic: - **Step 1**: Thoroughly read and understand the research problem to identify your primary focus. - **Step 2**: Review the inspirations extracted from the related papers to gain a broader perspective and insights relevant to the research topic. - **Step 3**: Based on the provided information, propose some ideas that are clear, innovative, valid, and comprehensive. ### Specific Information: I will provide you with specific information now, please use them according to the instructions above: 1. **Research problem & Rationales**: {problem} 2. **Inspirations**: {inspirations_text} ### Format for Your Response: Please ensure that your final ideas include about 10 entries, presented in the following format: **Idea 1**: [The first method idea] **Idea 2**: [The second method idea] **Idea 3**: [The third method idea] ...