mast-group / OpenVocabCodeNLM
Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlier pre-print: Maybe Deep Neural Networks are the Best Choice for Modeling Source Code (https://arxiv.org/abs/1903.05734). This is the first open vocabulary language model for code that uses the byte pair encodin…
☆83Updated last year
Alternatives and similar repositories for OpenVocabCodeNLM:
Users that are interested in OpenVocabCodeNLM are comparing it to the libraries listed below
- A toolkit for pre-processing large source code corpora☆46Updated 2 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆44Updated 6 months ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆100Updated 2 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
- Hoppity☆59Updated 4 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆61Updated 3 years ago
- Sequence-to-Sequence Learning for End-to-End Program Repair (IEEE TSE 2019). Open-science repo. http://arxiv.org/pdf/1901.01808☆82Updated last year
- Your library for dynamic language modeling☆67Updated 6 years ago
- Learning to Update Natural Language Comments Based on Code Changes: Artifact☆33Updated 4 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 2 years ago
- A repository with the code for the paper with the same title☆74Updated 5 years ago
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆77Updated 3 years ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆87Updated 2 years ago
- Dataset and code corresponding to Associating Natural Language Comment and Source Code Entities (AAAI 2020)☆20Updated 4 years ago
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆38Updated last year
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆165Updated 3 years ago
- the code for three models introduced in DYNAMIC NEURAL PROGRAM EMBEDDINGS FOR PROGRAM REPAIR (ICLR 18)☆32Updated 6 years ago
- Repository for Deep API Learning (DeepAPI)☆54Updated 3 years ago
- ☆45Updated 2 years ago
- Code Generation as a Dual Task of Code Summarization.☆30Updated 3 years ago
- Neural Code Translator provides instructions, datasets, and a deep learning infrastructure (based on seq2seq) that aims at learning code …☆37Updated 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
- 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
- ☆24Updated 3 years ago
- ☆67Updated 4 years ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆170Updated 2 years ago
- Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code'☆15Updated 5 years ago
- Bilateral Neural Network implementation in Tensorflow☆51Updated 5 years ago
- Code for "CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning" (WWW 2019)☆36Updated 4 years ago
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆12Updated 3 years ago