bentrevett / extreme-summarization-of-source-codeLinks
Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code' in PyTorch using TorchText
☆14Updated 6 years ago
Alternatives and similar repositories for extreme-summarization-of-source-code
Users that are interested in extreme-summarization-of-source-code are comparing it to the libraries listed below
Sorting:
- This is the code repository for our ICPC 2021 paper "Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting"☆24Updated 2 years ago
- ☆30Updated 6 years ago
- Funcom Source Code Summarization Tool - Public Release☆34Updated last year
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆68Updated 4 years ago
- Sequence-to-Sequence Learning for End-to-End Program Repair (IEEE TSE 2019). Open-science repo. http://arxiv.org/pdf/1901.01808☆85Updated 2 years ago
- ☆69Updated 4 years ago
- The dataset for EMSE-DeepCom☆123Updated 4 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 2 years ago
- Learning to Spot and Refactor Inconsistent Method Names☆16Updated 2 years ago
- A PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)☆37Updated 6 years ago
- Description: We want to create a deep Neural Network that can automatically generate comments for code snippets passed to it. The motiva…☆44Updated 2 years ago
- ☆45Updated 4 years ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆193Updated 3 years ago
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆78Updated 4 years ago
- ☆39Updated last year
- Efficient tree-based convolutional neural networks in TensorFlow☆155Updated 7 years ago
- Code Generation as a Dual Task of Code Summarization.☆30Updated 4 years ago
- Functional clone detection(currently maintained version)☆34Updated 2 years ago
- source code for "Multi-Modal Attention Network Learning for Semantic Source Code Retrieval"☆20Updated 4 years ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆89Updated 3 years ago
- This is the official implementation of paper "AST-Trans: Code Summarization with Efficient Tree-StructuredAttention" acceptted in ICSE 20…☆25Updated last year
- ☆45Updated 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
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆63Updated 3 years ago
- Your library for dynamic language modeling☆67Updated 6 years ago
- AutoenCODE is a Deep Learning infrastructure that allows to encode source code fragments into vector representations, which can be used t…☆60Updated 7 years ago
- The implementation of the IJCAI 2018 paper: Code Completion with Neural Attention and Pointer Networks☆18Updated 5 years ago
- ☆26Updated 3 years ago
- ☆236Updated last year
- ☆19Updated 3 years ago