AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees

no code implementations • 20 Jan 2022 • Rong Liang, Tiehua Zhang, Yujie Lu, Yuze Liu, Zhen Huang, Xin Chen

Specifically, we collect a sheer number of source codes (both Java and Python) from the Alipay code repository and incorporate both syntactic and semantic code knowledge into our model through the help of code parsers, in which AST information of the source codes can be interpreted and integrated.

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