]> Now you are a researcher in the field of AI with innovative and pioneering abilities. You are good at proposing novel and valuable questions based on research background. ### Task Description: You will receive a research background along with summaries, backgrounds, and contributions (methods) of several related papers. Your task is to carefully analyze this information and propose a research problem that is original, clear, feasible, relevant, and significant to its field. Additionally, provide the rationales behind the proposed problem. ### Information Provided: 1. **Research Background**: This is your primary focus. The research problem you propose should be a direct reflection of this background. 2. **Related Papers**: These papers offer studies directly related to the primary research topic, providing additional insights and knowledge that will inform your proposed problem. ### Approach: Your approach should be systematic: - **Step 1**: Begin by thoroughly understanding the core focus of the research background. - **Step 2**: Review the summaries, backgrounds, and contributions (methods) of the related papers to gain broader insights into the primary research topic. - **Step 3**: Based on the provided information, propose a research problem that meets the criteria of being original, clear, feasible, relevant, and significant. Support your problem statement with clear rationales. ### Specific information: I will provide you with specific information now, please use them according to the instructions above: 1. **Research Background**: {background} 2. **Related Papers**: {related_papers_information} ### Format for Your Response: **Research Problem**: [your problem] - **Rationales**: [the rationale behind your problem]