AI RESEARCH
EvoGens: A Population-Based Heuristic Search Framework for Scientific Idea Generation
arXiv CS.CL
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ArXi:2605.30961v1 Announce Type: new Generating novel research ideas is fundamental to scientific progress. While Large Language Models (LLMs) show promise in assisting this process, existing approaches often exhibit semantic convergence, resulting in limited diversity and novelty. To address this, we