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magicoder ise-uiuc

165

2.0k

mit

25

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

llm ai4code llm4code large-language-models

Created 2023-11-10

105 commits to main branch, last one about a month ago

ml4se saltudelft

91

688

unknown

44

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

code ai4se ml4se tools papers theses ai4code ml4code tudelft datasets llm4code research deep-learning machine-learning software-engineering

Created 2020-06-04

128 commits to master branch, last one 5 months ago

selfcodealign bigcode-project

21

281

apache-2.0

6

[NeurIPS'24] SelfCodeAlign: Self-Alignment for Code Generation

llm llm4code large-language-models

Created 2024-04-25

95 commits to main branch, last one about a month ago

MPLSandbox Ablustrund

42

218

apache-2.0

30

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.

llm tool sandbox llm4code analysis-framework

Created 2024-10-29

42 commits to main branch, last one about a month ago

resym lt-asset

3

64

bsd-3-clause

4

For our CCS24 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. �...

llm llm4code binaryanalysis reverseengineering

Created 2024-06-25

16 commits to main branch, last one 11 days ago

clm lin-tan

10

58

other

1

For our ICSE23 paper "Impact of Code Language Models on Automated Program Repair" by Nan Jiang, Kevin Liu, Thibaud Lutellier, and Lin Tan

llm llm4code deep-learning program-repair software-reliability

Created 2023-01-23

13 commits to main branch, last one 2 months ago

GPTScan MetaTrustLabs

3

55

agpl-3.0

5

Indexing three datasets for GPTScan

llm llm4sec llm4code solidity

Created 2023-09-02

13 commits to dev branch, last one 6 months ago

SRepair GhabiX

5

54

unknown

2

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

llm ai4code llm4code defects4j program-repair large-language-models automated-program-repair

Created 2024-04-09

8 commits to main branch, last one 8 months ago

llm-vul lin-tan

3

28

other

1

For our ISSTA23 paper "How Effective are Neural Networks for Fixing Security Vulnerabilities?" by Yi Wu, Nan Jiang, Hung Viet Pham, Thibaud Lutellier, Jordan Davis, Lin Tan, Petr Babkin, and Sameena S...

llm llm4code security program-repair vulnerability-repair

Created 2023-05-26

5 commits to main branch, last one about a year ago