VHellendoorn / ICLR20-GreatLinks
Data and Code for Reproducing "Global Relational Models of Source Code"
☆84Updated 4 years ago
Alternatives and similar repositories for ICLR20-Great
Users that are interested in ICLR20-Great are comparing it to the libraries listed below
Sorting:
- Hoppity☆60Updated 4 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆69Updated 4 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆168Updated 3 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆65Updated 3 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 5 years ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Updated 4 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆91Updated 3 years ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆171Updated 2 years ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆89Updated 2 months ago
- Sequence-to-Sequence Learning for End-to-End Program Repair (IEEE TSE 2019). Open-science repo. http://arxiv.org/pdf/1901.01808☆86Updated 2 years ago
- Code for the paper "A Structural Model for Contextual Code Changes"☆32Updated 2 years ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆194Updated 3 years ago
- code for "Learning to Represent Programs with Heterogeneous Graphs"☆12Updated 3 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆171Updated 3 years ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆90Updated 3 years ago
- ☆24Updated 3 years ago
- Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".☆67Updated 3 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆187Updated 3 years ago
- ☆41Updated last month
- ☆61Updated last year
- Deep Just-In-Time Inconsistency Detection Between Comments and Source Code: Artifact☆22Updated 3 months ago
- ☆49Updated 2 years ago
- This is the code repository for our ICPC 2021 paper "Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting"☆24Updated 2 years ago
- IST'21 & SANER'22: Semantic-Preserving Program Transformations☆31Updated 3 years ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 3 years ago
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆39Updated 2 years ago
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆78Updated 4 years ago
- A redistributable subset of the ETH Py150 corpus [https://www.sri.inf.ethz.ch/py150], introduced in the ICML 2020 paper 'Learning and Eva…☆32Updated 5 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 2 years ago
- Code Generation as a Dual Task of Code Summarization.☆30Updated 4 years ago