Kuncheng Zhao
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126
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NLP×1
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2026
EvoGens: A Population-Based Heuristic Search Framework for Scientific Idea Generation
EvoGens is an evolution-inspired framework that treats scientific idea generation as an evolutionary search, significantly boosting the novelty and diversity of generated research ideas compared to existing LLM-based methods.
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Papers
cs.CLRecentMay 29, 2026
EvoGens: A Population-Based Heuristic Search Framework for Scientific Idea Generation
Xu Li, Hanzhe Tu, Xinyi Li, Kuncheng Zhao +2 more
EvoGens is an evolution-inspired framework that treats scientific idea generation as an evolutionary search, significantly boosting the novelty and diversity of generated research ideas compared to ex…
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