For the First Time, AI Analyzes Language as Well as a Human Expert

If language is what makes us human, what does it mean now that large language models have gained “metalinguistic” abilities?
GitHub

SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task

Source code of our EMNLP 2018 paper: SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task . @InProceedings{Yu&al.18.emnlp.syntax, author = {Tao Yu and Michihiro Yasunaga and ...
IEEE

A Novel Neural Source Code Representation Based on Abstract Syntax Tree

Abstract: Exploiting machine learning techniques for analyzing programs has attracted much attention. One key problem is how to represent code fragments well for follow-up analysis. Traditional ...
IEEE

A Code Completion Approach Based on Abstract Syntax Tree Splitting and Tree-LSTM

Abstract: Code completion refers to automatically generating the missing parts of code based on existing code snippets. Code completion can help programmers improve their coding efficiency and reduce ...
GitHub

MDAST (Markdown Abstract Syntax Tree) to DOCX

🚀 A powerful, modular, and extensible Markdown to DOCX converter. MD2DOCX is a robust library for converting Markdown Abstract Syntax Trees (MDAST) into DOCX documents. Built on the powerful ...