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 ...

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 ...

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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) ...