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Lineage-Aware Search Control for LLM-Based Evolutionary Factor Mining

Xintong Liu et al.
arXiv CS · Papers
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deep-learningmachine-learningneural-networks
Formulaic alpha factor mining searches for symbolic expressions that transform market data into predictive signals. Recent LLM-based evolutionary factor mining methods use large language models as semantic variation operators. Under the conventional LLM-EA paradigm, stochastic variation and fitness-
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