[ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees
☆89Aug 8, 2025Updated 6 months ago
Alternatives and similar repositories for infercode
Users that are interested in infercode 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
- 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
- ☆23Aug 6, 2020Updated 5 years ago
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆39Mar 25, 2023Updated 2 years ago
- Official repository for the paper "GN-Transformer: Fusing AST and Source Code information in Graph Networks".☆17May 25, 2025Updated 9 months 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
- Tensorflow implementation of Gated Graph Neural Network for Source Code Classification☆42Jan 12, 2021Updated 5 years ago
- This is the code repository for our ICPC 2021 paper "Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting"☆24Jan 3, 2023Updated 3 years ago
- [UNMAINTAINED] A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) for Graph Classification☆20Mar 19, 2019Updated 6 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆85May 10, 2021Updated 4 years ago
- ☆26Jul 5, 2022Updated 3 years ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Apr 24, 2021Updated 4 years ago
- Library for preprocessing java source code into Augmented ASTs, as per the paper Open Vocabulary Learning on Source Code with a Graph-Str…☆21Oct 22, 2018Updated 7 years ago
- DataSet and source code for PyART☆11Nov 27, 2022Updated 3 years ago
- ☆13Jul 6, 2023Updated 2 years ago
- Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".☆69Feb 13, 2022Updated 4 years ago
- Bilateral Neural Network implementation in Tensorflow☆51Mar 23, 2019Updated 6 years ago
- ☆61Dec 21, 2023Updated 2 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆172Apr 6, 2022Updated 3 years ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆75Jun 24, 2022Updated 3 years ago
- ☆45Jun 22, 2022Updated 3 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
- 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
- ☆22Nov 17, 2021Updated 4 years ago
- A powerful relational representation of source code☆33Sep 5, 2023Updated 2 years ago
- A collection of recent papers, benchmarks and datasets of AI4Code domain.☆58Apr 23, 2024Updated last year
- ☆29Oct 29, 2022Updated 3 years ago
- BuGL - A Cross-Language Dataset for Bug Localization☆10Feb 8, 2020Updated 6 years ago
- ESEC/FSE'21: Prediction-Preserving Program Simplification☆10Oct 4, 2022Updated 3 years ago
- Fork of the awesome function_parser library from Github's CodeSearchNet Challenge repo: https://github.com/github/CodeSearchNet/tree/mast…☆29Feb 26, 2023Updated 3 years ago
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆14Dec 2, 2021Updated 4 years ago
- ☆19Dec 8, 2022Updated 3 years ago
- Set of tools to help working with "Big Code"☆42Apr 28, 2022Updated 3 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆186Mar 1, 2022Updated 4 years ago
- Code for the paper "Embedding Java Classes with code2vec: Improvements from Variable Obfuscation" in MSR 2020☆32Mar 24, 2023Updated 2 years ago
- Code search model based the self-attention☆12Oct 16, 2020Updated 5 years ago
- ☆10Apr 15, 2023Updated 2 years ago
- IST'21 & SANER'22: Semantic-Preserving Program Transformations☆31Oct 25, 2022Updated 3 years ago
- [FSE 2019] Learning Cross-Language API Mappings with Little Knowledge☆19Jul 6, 2023Updated 2 years ago