GitHub

Gorilla: Large Language Model Connected with Massive APIs

Gorilla enables LLMs to use tools by invoking APIs. Given a natural language query, Gorilla comes up with the semantically- and syntactically- correct API to invoke. With Gorilla, we are the first to ...
IEEE

Post-Incorporating Code Structural Knowledge into Pretrained Models via ICL for Code Translation

Abstract: Code translation migrates codebases across programming languages. Recently, large language models (LLMs) have achieved significant advancements in software mining. However, handling the ...
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

Language-agnostic AST analysis and dependency visualization for modern development workflows

CodeGraph is a powerful open source tool that brings advanced computer science principles to everyday development through Abstract Syntax Tree (AST) analysis, dependency graph visualization, and ...