A collection of recent papers, benchmarks and datasets of AI4Code domain.
☆61Apr 23, 2024Updated 2 years ago
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:
- [FSE 2019] Learning Cross-Language API Mappings with Little Knowledge☆19Jul 6, 2023Updated 3 years ago
- DocChecker: Bootstrapping Code-Text Pretrained Language Model to Detect Inconsistency Between Code and Comment☆15Jan 23, 2024Updated 2 years ago
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆39Mar 25, 2023Updated 3 years ago
- A tool to provide the graph representation of the source code based on the paper: "Learning to Represent Program with Graph, ICLR'18"☆51Jun 9, 2020Updated 6 years ago
- [ICSE'18] Hierarchical Learning of Cross-Language Mappings through Distributed Vector Representations for Code☆22May 18, 2018Updated 8 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ACL 2024] Novel reranking method to select the best solutions for code generation☆16Jun 9, 2024Updated 2 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 6 years ago
- A tool to convert nodes in an Abstract Syntax Tree into vector embeddings☆78Apr 25, 2022Updated 4 years ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆92Aug 8, 2025Updated last year
- A Systematic Literature Review of Deep Learning in Software Engineering☆20Aug 28, 2024Updated 2 years ago
- [EMNLP 2026] A multilingual benchmark for repository-level unit test generation, evaluating LLMs across 5 programming languages and real-…☆168Aug 27, 2026Updated 2 months ago
- [FSE 2026] Do Not Treat Code as Natural Language: Implications for Repository-Level Code Generation and Beyond☆140Jun 4, 2026Updated 4 months ago
- Dependency call extraction tool for Python modules (function, class, import statement)☆13Aug 7, 2024Updated 2 years ago
- code for "Implant Global and Local Hierarchy Information to Sequence based Code Representation Models"☆12Dec 13, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Official repository for the paper "GN-Transformer: Fusing AST and Source Code information in Graph Networks".☆17May 25, 2025Updated last year
- [TOSEM 2026] Datasets and models for TD detection in Java using comment and source code☆127Feb 10, 2026Updated 8 months ago
- CodeBERT☆31Jul 9, 2023Updated 3 years ago
- [NAACL 2025] Benchmark for Repository-Level Code Generation, focus on Executability, Correctness from Test Cases and Usage of Contexts fr…☆164Jan 8, 2026Updated 9 months ago
- Code for the ICLR 2019 paper "Learning to Represent Edits"☆14Dec 8, 2022Updated 3 years ago
- [ICLR 2025] 🚀 CodeMMLU Evaluator: A framework for evaluating LM models on CodeMMLU MCQs benchmark.☆30Apr 21, 2025Updated last year
- Open-source Self-Instruction Tuning Code LLM☆174Apr 26, 2023Updated 3 years ago
- ⚒️ Tree-sitter custom toolkit for extracting function and class from raw source file☆53Jul 1, 2024Updated 2 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆67Dec 3, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Replication package for ICSE2022 paper: On the Evaluation of Neural Code Summarization☆30Sep 20, 2022Updated 4 years ago
- Source codes for paper ”ReACC: A Retrieval-Augmented Code Completion Framework“☆67Apr 18, 2022Updated 4 years ago
- A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering☆734Nov 6, 2025Updated 11 months ago
- A Survey of Deep Learning Models for Structural Code Understanding☆21May 12, 2022Updated 4 years ago
- Generate the WizardCoder Instruct from the CodeAlpaca☆21Jun 27, 2023Updated 3 years ago
- [UNMAINTAINED] A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) for Graph Classification☆20Mar 19, 2019Updated 7 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
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆17Dec 2, 2021Updated 4 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 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (Neur…☆579Jun 2, 2026Updated 4 months ago
- [EMNLP 2023] The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation☆105Aug 21, 2024Updated 2 years ago
- ☆49Sep 6, 2026Updated last month
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆123Nov 7, 2024Updated last year
- [FORGE 2025] Graph-based method for end-to-end code completion with context awareness on repository☆74Sep 3, 2024Updated 2 years ago
- IST'21 & SANER'22: Semantic-Preserving Program Transformations☆31Oct 25, 2022Updated 4 years ago
- Training LLMs on mainframe languages☆10Dec 30, 2025Updated 10 months ago