Automatic python refactoring

Implementation of 'Commit message generation for source code change'.

Replication package for TOSEM 2024 paper: KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation

EDIS: Energy-guided DIffusion Sampling

Official implementation of our paper, Pyramid Attention For Source Code Summarization.

[EMNLP 2023] CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation

Implementation of Dual Learning NMT on PyTorch

An easy-to-learn/use static analysis framework for Java

This repository is the replication package of the ICSE22 paper "FIRA: Fine-Grained Graph-Based Code Change Representation for Automated Commit Message Generation"

This repository is the replication package of the ICSE23 paper "Revisiting Learning-based Commit Message Generation"

Dynamic detection of likely invariants

An experimental tool for API misuse detection.

The dataset, source code and the results of our ESEC/FSE 2023 paper "An Extensive Study on Adversarial Attack against Pre-trained Models of Code".

We propose a novel adversarial example generation technique (i.e., CODA) for testing deep code models. Its key idea is to use code differences between the target input and reference inputs to guide…

Code for the AAAI 2023 paper "CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Models

🌟 replication package for 📜 From Commit Message Generation to History-Aware Commit Message Completion, ASE 2023

程序语言与编译技术相关资料（持续更新中）

Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]

FacTool: Factuality Detection in Generative AI

Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from dataset creation to model training and evaluation. Comes with…

Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf

Use AI to translate code from one language to another.

This repo is the implementation of the paper "GraphSearchNet: Enhancing GNNs via Capturing Global Dependency for Semantic Code Search". We encode the programs and descriptions in a dual graph frame…

Code for ACL 2022 main conference paper "Neural Machine Translation with Phrase-Level Universal Visual Representations".

扩散模型原理和pytorch代码实现初学资料汇总

Diffusion-LM