[ICML'24] Magicoder: Empowering Code Generation with OSS-Instruct

A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

[NeurIPS'24] Fully Transparent Self-Alignment for Code Generation

Indexing three datasets for GPTScan

✅SRepair: Powerful LLM-based Program Repairer with $0.029/Fixed Bug

For paper "ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries" by Danning Xie, Zhuo Zhang, Nan Jiang, Xiangzhe Xu, Lin Tan, and Xiangyu Zhang. Accepted by ACM CCS 2024. 🏆 ACM SIGSAC Distinguished Paper Award Winner

Collections of research, benchmarks and tools towards more robust and reliable language models for code; LM4Code; LM4SE; reliable LLM; LLM4Code

Code for ACL (main) paper "JumpCoder: Go Beyond Autoregressive Coder via Online Modification"

The official code of the paper "InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct"(https://arxiv.org/abs/2407.05700).

MPLSandbox is an out-of-the-box multi-programming language sandbox designed to provide unified and comprehensive feedback from compiler and analysis tools for LLMs.

Journey to the WEST (trustWorthy intElligent Software developmenT)