Canmiao Zhou

Syntax-Aware Retrieval Augmentation for Neural Symbolic Regression

Symbolic regression is a powerful technique for discovering mathematical expressions that best fit observed data. While neural symbolic regression methods based on large-scale pre-trained models perform well on simple tasks, the reliance on fixed parametric knowledge typically limits their generaliz