llm4code

There are 21 repositories under llm4code topic.

  • ise-uiuc/magicoder

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

    Language:Python2k2541165

  • saltudelft/ml4se

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

    70842193

  • bigcode-project/selfcodealign

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

    Language:Python29861021

  • Ablustrund/MPLSandbox

    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.

    Language:Python17420229

  • lt-asset/resym

    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. 🏆 ACM SIGSAC Distinguished Paper Award Winner

    Language:Makefile85424

  • GhabiX/SRepair

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

    Language:Python59207

  • lin-tan/clm

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

    Language:Python591611

  • MetaTrustLabs/GPTScan

    Indexing three datasets for GPTScan

    Language:Python56513

  • lin-tan/llm-vul

    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 Shah.

    Language:Java34113

  • vl2g/floco

    Flow Chart Image-to-Code Generation

    Language:Python32206

  • CodeEval-Pro/CodeEval-Pro

    Official repo for "HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Task"

    Language:Python25211

  • Keytoyze/JumpCoder

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

    Language:Python25200

  • yueyueL/ReliableLM4Code

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

    25302

  • nju-websoft/DraCo

    Dataflow-guided retrieval augmentation for repository-level code completion, ACL 2024 (main)

    Language:Python22304

  • lt-asset/REPOCOD

    Can Language Models Replace Programmers? RepoCod Says ‘Not Yet’ - by Shanchao Liang and Yiran Hu and Nan Jiang and Lin Tan

    Language:Python16231

  • wyt2000/InverseCoder

    [AAAI 2025] The official code of the paper "InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct"(https://arxiv.org/abs/2407.05700).

    Language:Python11310

  • Co1lin/CWEval

    Simultaneous evaluation on both functionality and security of LLM-generated code.

    Language:Python10221

  • lt-asset/Waffle

    WAFFLE: Multi-Modal Model for Automated Front-End Development - by Shanchao Liang and Nan Jiang and Shangshu Qian and Lin Tan

    Language:Python10113

  • lt-asset/Latte

    For our AAAI25 paper LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement by Nan Jiang, Shanchao Liang, Chengxiao Wang, Jiannan Wang, and Lin Tan

    Language:Python2200

  • wssun/J2WEST

    Journey to the WEST (trustWorthy intElligent Software developmenT)

    Language:HTML0100

  • AISE-TUDelft/LLM4Code-memtune

    Replication package for the paper: "How Much Do Code Language Models Remember? An Investigation on Data Extraction Attacks before and after Fine-tuning"

    Language:Jupyter Notebook00