Abstract: The machine learning methods applied to code classification tasks that use Abstract Syntax Tree (AST) features has been explored in this study. The dataset includes parsed AST ...

mkdir grammars cd grammars git clone https://github.com/tree-sitter/tree-sitter-python.git git clone https://github.com/tree-sitter/tree-sitter-javascript.git git ...

This research project aims to leverage Language Servers and Abstract Syntax Trees (ASTs) to create a Knowledge Graph, which will then be used as the basis for a Retrieval-Augmented Generation (RAG) ...

Abstract: Opportunities for conducting programming education have been increasing, and as such, the demand for its assistance is growing. In order to effectively instruct learners in programming ...