bdqnghi / treecaps
[AAAI 2021] - TreeCaps: Tree-based Capsule Network for Source Code Processing
☆22Updated last year
Related projects ⓘ
Alternatives and complementary repositories for treecaps
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆36Updated last year
- [UNMAINTAINED] A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) for Graph Classification☆20Updated 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…☆22Updated 4 years ago
- Tensorflow implementation of Gated Graph Neural Network for Source Code Classification☆43Updated 3 years ago
- mwcvitkovic / Open-Vocabulary-Learning-on-Source-Code-with-a-Graph-Structured-Cache--Code-PreprocessorLibrary for preprocessing java source code into Augmented ASTs, as per the paper Open Vocabulary Learning on Source Code with a Graph-Str…☆21Updated 6 years ago
- [FSE 2019] Learning Cross-Language API Mappings with Little Knowledge☆18Updated last year
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Updated 3 years ago
- Learning Semantic Program Embeddings with Graph Interval Neural Network☆14Updated last year
- Bilateral Neural Network implementation in Tensorflow☆51Updated 5 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 2 years ago
- ESEC/FSE'21: Prediction-Preserving Program Simplification☆10Updated 2 years ago
- A toolkit for pre-processing large source code corpora☆46Updated 2 years ago
- ☆13Updated last year
- Turn Tree into Graph: Automatic Code Review via Simplified AST Driven Graph Convolutional Network☆12Updated 2 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆67Updated 3 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- ☆24Updated 2 years ago
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆12Updated 2 years ago
- CFG based program similarity using Graph Neural Networks☆34Updated last year
- Dataset and code corresponding to Associating Natural Language Comment and Source Code Entities (AAAI 2020)☆20Updated 4 years ago
- an implementation of "code2vec: Learning Distributed Representations of Code"☆29Updated 4 months ago
- This repo is the benchmark for source code summarization on C language☆24Updated 3 years ago
- This is the code repository for our ICPC 2021 paper "Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting"☆24Updated last year
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆44Updated 3 months ago
- Code for "Deep Graph Matching and Searching for Semantic Code Retrieval"☆24Updated 3 years ago
- ☆23Updated last year
- code and data for paper "ComFormer: Code Comment Generation via Transformer and Fusion Method-based Hybrid Code Representation" accepted …☆14Updated 2 years ago
- Source Code Data Augmentation for Deep Learning: A Survey.☆60Updated 5 months ago
- ☆45Updated 2 years ago
- ☆16Updated last month