facebookresearch / code-prediction-transformer
This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"
☆100Updated 2 years ago
Related projects: ⓘ
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆90Updated 2 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆61Updated 2 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆166Updated 2 years ago
- A repository with the code for the paper with the same title☆74Updated 5 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆44Updated last month
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆186Updated 2 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆67Updated 3 years ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆192Updated 2 years ago
- Replication of the paper "Structured Neural Summarization" which uses Graph Neural Networks and Seq2Seq models to summarize natural langu…☆21Updated 5 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆82Updated 3 years ago
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆76Updated 3 years ago
- Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlie…☆83Updated last year
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆57Updated 2 years ago
- Code Generation as a Dual Task of Code Summarization.☆30Updated 3 years ago
- This repo is the benchmark for source code summarization on C language☆23Updated 3 years ago
- VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning☆38Updated last year
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated last year
- Mapping Language to Code in a Programmatic Context☆77Updated 3 years ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated last month
- Code and data for ACL20 paper "Incorporating External Knowledge through Pre-training for Natural Language to Code Generation"☆96Updated last year
- [ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair☆108Updated last year
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆88Updated 2 years ago
- Learning to Update Natural Language Comments Based on Code Changes: Artifact☆32Updated 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
- Description: We want to create a deep Neural Network that can automatically generate comments for code snippets passed to it. The motiva…☆43Updated last year
- ☆25Updated 2 years ago
- [UNMAINTAINED] A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) for Graph Classification☆20Updated 5 years ago
- ☆42Updated last year
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆36Updated last year
- Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code' in PyTorch using TorchText☆13Updated 5 years ago