IEEE

Beyond Syntax: How Do LLMs Understand Code?

Abstract: Within software engineering research, Large Language Models (LLMs) are often treated as ‘black boxes’, with only their inputs and outputs being considered. In this paper, we take a machine ...
GitHub

AQADEL or AxonQueryAndDatabaseExecutionLanguage is a DBMS written in C.

createDatabase DatabaseName - Creates a database with a specified name and by default switches to the database. useDatabase DatabaseName - Select a database to use listDatabases - Shows the list of ...
IEEE

A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL

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 ...
GitHub

AST-KG-RAG Code Generation Project

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) ...