A collection of recent papers, benchmarks and datasets of AI4Code domain.
☆59Apr 23, 2024Updated last year
Alternatives and similar repositories for awesome-ai4code
Users that are interested in awesome-ai4code are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bilateral Neural Network implementation in Tensorflow☆52Mar 23, 2019Updated 7 years ago
- [AAAI 2021] - TreeCaps: Tree-based Capsule Network for Source Code Processing☆23Mar 24, 2023Updated 3 years ago
- [FSE 2019] Learning Cross-Language API Mappings with Little Knowledge☆19Jul 6, 2023Updated 2 years ago
- Tensorflow implementation of Gated Graph Neural Network for Source Code Classification☆43Jan 12, 2021Updated 5 years ago
- The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/f…☆22Aug 19, 2020Updated 5 years ago
- A tool to convert nodes in an Abstract Syntax Tree into vector embeddings☆78Apr 25, 2022Updated 3 years ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆90Aug 8, 2025Updated 7 months ago
- A tool to provide the graph representation of the source code based on the paper: "Learning to Represent Program with Graph, ICLR'18"☆50Jun 9, 2020Updated 5 years ago
- [ACL 2024] Novel reranking method to select the best solutions for code generation☆16Jun 9, 2024Updated last year
- A Systematic Literature Review of Deep Learning in Software Engineering☆20Aug 28, 2024Updated last year
- DocChecker: Bootstrapping Code-Text Pretrained Language Model to Detect Inconsistency Between Code and Comment☆15Jan 23, 2024Updated 2 years ago
- code for "Implant Global and Local Hierarchy Information to Sequence based Code Representation Models"☆12Dec 13, 2024Updated last year
- CodeBERT☆32Jul 9, 2023Updated 2 years ago
- [FORGE 2025] Predicting Program Behavior with Dynamic Dependencies Learning☆28Aug 15, 2024Updated last year
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆66Dec 3, 2021Updated 4 years ago
- Replication package for ICSE2022 paper: On the Evaluation of Neural Code Summarization☆29Sep 20, 2022Updated 3 years ago
- Open-source Self-Instruction Tuning Code LLM☆172Apr 26, 2023Updated 2 years ago
- [ICLR 2025 - Workshop AgenticAI Oral] Large Language Models powered Neural Solvers for Generalized Vehicle Routing Problems☆27May 29, 2025Updated 9 months ago
- Code for the ICLR 2019 paper "Learning to Represent Edits"☆13Dec 8, 2022Updated 3 years ago
- ⚒️ Tree-sitter custom toolkit for extracting function and class from raw source file☆51Jul 1, 2024Updated last year
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆15Dec 2, 2021Updated 4 years ago
- This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (Neur…☆564Jan 21, 2025Updated last year
- Generate the WizardCoder Instruct from the CodeAlpaca☆21Jun 27, 2023Updated 2 years ago
- [UNMAINTAINED] A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) for Graph Classification☆20Mar 19, 2019Updated 7 years ago
- ☆48Nov 19, 2025Updated 4 months ago
- Description: We want to create a deep Neural Network that can automatically generate comments for code snippets passed to it. The motiva…☆44Nov 16, 2022Updated 3 years ago
- IST'21 & SANER'22: Semantic-Preserving Program Transformations☆31Oct 25, 2022Updated 3 years ago
- Contains the code and data for our #ICSE2022 paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure an…☆15May 18, 2022Updated 3 years ago
- We introduce FixEval , a dataset for competitive programming bug fixing along with a comprehensive test suite and show the necessity of e…☆26Aug 31, 2022Updated 3 years ago
- A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering☆729Nov 6, 2025Updated 4 months ago
- ☆13Jul 6, 2023Updated 2 years ago
- [FORGE 2025] Graph-based method for end-to-end code completion with context awareness on repository☆72Sep 3, 2024Updated last year
- Source codes for paper ”ReACC: A Retrieval-Augmented Code Completion Framework“☆65Apr 18, 2022Updated 3 years ago
- Collections of research, benchmarks and tools towards more robust and reliable language models for code; LM4Code; LM4SE; reliable LLM; L…☆30Dec 14, 2023Updated 2 years ago
- A large dataset of 4.2m Java source code and parallel data of their description from code search, and code summarization studies.☆15Feb 24, 2022Updated 4 years ago
- Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021☆111Aug 30, 2022Updated 3 years ago
- Language Model for Mainframe Modernization☆69Aug 23, 2024Updated last year
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Apr 24, 2021Updated 4 years ago
- ☆70May 12, 2022Updated 3 years ago