Abstract: Abstract Syntax Tree (AST) and Control Flow Graph (CFG) are program code representations widely used for static analysis. One of the uses of static analysis is for automated grading ...

Abstract: Text-to-SQL is the task of converting a natural language utterance plus the corresponding database schema into a SQL program. The inputs naturally form a heterogeneous graph while the output ...

Pre-trained models for programming language have achieved dramatic empirical improvements on a variety of code-related tasks such as code search, code completion, code summarization, etc. However, ...

Forbes contributors publish independent expert analyses and insights. I track enterprise software application development & data management. Jul 03, 2025, 10:43am EDT Business 3d tablet virtual growth ...

p-graph does not have a strict Node version requirement, but the syntax used is currently intended to remain compatible with Node 14+.

PROGEX is a cross-platform tool for extracting well-known graphical program representations (such as CFGs, PDGs, ASTs, etc.) from software source code. PROGEX is written in Java, based on the ANTLR ...