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 ...

Study challenges long-held theory that language is built on grammar trees

Every time we speak, we're improvising. "Humans possess a remarkable ability to talk about almost anything, sometimes putting ...
IEEE

A Multiple Representation Transformer with Optimized Abstract Syntax Tree for Efficient Code Clone Detection

Abstract: Over the past decade, the application of deep learning in code clone detection has produced remarkable results. However, the current approaches have two limitations: (a) code representation ...
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 ...