A collection of recent papers, benchmarks and datasets of AI4Code domain.
☆58Apr 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
Sorting:
- [AAAI 2021] - TreeCaps: Tree-based Capsule Network for Source Code Processing☆23Mar 24, 2023Updated 2 years ago
- Bilateral Neural Network implementation in Tensorflow☆51Mar 23, 2019Updated 6 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
- [FSE 2019] Learning Cross-Language API Mappings with Little Knowledge☆19Jul 6, 2023Updated 2 years ago
- code for "Implant Global and Local Hierarchy Information to Sequence based Code Representation Models"☆12Dec 13, 2024Updated last year
- Official repository for the paper "GN-Transformer: Fusing AST and Source Code information in Graph Networks".☆17May 25, 2025Updated 9 months ago
- [ACL 2024] Novel reranking method to select the best solutions for code generation☆16Jun 9, 2024Updated last year
- [FORGE 2025] Predicting Program Behavior with Dynamic Dependencies Learning☆28Aug 15, 2024Updated last year
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆89Aug 8, 2025Updated 6 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
- A Systematic Literature Review of Deep Learning in Software Engineering☆20Aug 28, 2024Updated last year
- [NAACL 2025] Benchmark for Repository-Level Code Generation, focus on Executability, Correctness from Test Cases and Usage of Contexts fr…☆43Jan 8, 2026Updated last month
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆14Dec 2, 2021Updated 4 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆59Dec 17, 2021Updated 4 years ago
- [ICSE'18] Hierarchical Learning of Cross-Language Mappings through Distributed Vector Representations for Code☆22May 18, 2018Updated 7 years ago
- 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
- DocChecker: Bootstrapping Code-Text Pretrained Language Model to Detect Inconsistency Between Code and Comment☆15Jan 23, 2024Updated 2 years ago
- Replication package for ICSE2022 paper: On the Evaluation of Neural Code Summarization☆29Sep 20, 2022Updated 3 years ago
- RACE is a multi-dimensional benchmark for code generation that focuses on Readability, mAintainability, Correctness, and Efficiency.☆12Oct 12, 2024Updated last year
- Code for the ICLR 2019 paper "Learning to Represent Edits"☆13Dec 8, 2022Updated 3 years ago
- Jigsaw Dataset: Natural language to Python Pandas code☆55Dec 18, 2022Updated 3 years ago
- ☆13Jul 6, 2023Updated 2 years ago
- ☆19Aug 23, 2024Updated last year
- ☆10Sep 14, 2019Updated 6 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
- [FORGE 2025] Graph-based method for end-to-end code completion with context awareness on repository☆72Sep 3, 2024Updated last year
- ☆18Aug 11, 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
- ☆15Sep 29, 2025Updated 5 months ago
- Program Translator AI built on Pytorch☆15Dec 19, 2019Updated 6 years ago
- ☆16Mar 22, 2024Updated last year
- This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (Neur…☆561Jan 21, 2025Updated last year
- Open-source Self-Instruction Tuning Code LLM☆171Apr 26, 2023Updated 2 years 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
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Apr 24, 2021Updated 4 years ago
- A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering☆731Nov 6, 2025Updated 3 months ago
- Set of tools to help working with "Big Code"☆42Apr 28, 2022Updated 3 years ago
- ☆20Mar 6, 2023Updated 2 years ago
- [NeurIPS 2024 D&B] Evaluating Copyright Takedown Methods for Language Models☆17Jul 17, 2024Updated last year