A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)
☆91May 31, 2022Updated 3 years ago
Alternatives and similar repositories for TreeGen
Users that are interested in TreeGen are comparing it to the libraries listed below
Sorting:
- ☆18Aug 11, 2022Updated 3 years ago
- A CNN model for code generation.☆96Jan 31, 2020Updated 6 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆99Jun 3, 2022Updated 3 years ago
- the implementation of Embedding API Dependency Graph for Neural Code Generation☆12Jun 6, 2021Updated 4 years ago
- A pytorch implementation of Abstract Syntax Networks☆13Jun 27, 2025Updated 8 months ago
- Submission to ICLR☆47Jun 19, 2023Updated 2 years ago
- Code Generation as a Dual Task of Code Summarization.☆30Jun 28, 2021Updated 4 years ago
- Code for "An AST Structure Enhanced Decoder for Code Generation"☆15Oct 14, 2021Updated 4 years ago
- Code for "StructCoder: Structure-Aware Transformer for Code Generation"☆79Jan 21, 2024Updated 2 years ago
- A general-purpose neural semantic parser for mapping natural language queries into machine executable code☆465Nov 12, 2022Updated 3 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆66Dec 3, 2021Updated 4 years ago
- PyTorch port of the paper "Language to Logical Form with Neural Attention"☆40Jan 23, 2020Updated 6 years ago
- A syntactic neural model for parsing natural language to executable code☆186Nov 12, 2022Updated 3 years ago
- ☆53Sep 11, 2021Updated 4 years ago
- ☆26Jul 5, 2022Updated 3 years ago
- A code generation dataset for generating the code that implements Hearthstone and Magic The Gathering card effects.☆245Dec 8, 2017Updated 8 years ago
- ☆28Apr 4, 2022Updated 3 years ago
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆78Jun 2, 2021Updated 4 years ago
- ☆13Jul 6, 2023Updated 2 years ago
- ☆19Apr 27, 2022Updated 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…☆22Aug 19, 2020Updated 5 years ago
- Contests based Dataset for Code Generation☆13Dec 11, 2022Updated 3 years ago
- The implementation of the IJCAI 2018 paper: Code Completion with Neural Attention and Pointer Networks☆18Sep 11, 2019Updated 6 years ago
- Improving Machine Translation Systems via Isotopic Replacement☆12Apr 14, 2023Updated 2 years ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆91May 20, 2022Updated 3 years ago
- Code and data for ACL20 paper "Incorporating External Knowledge through Pre-training for Natural Language to Code Generation"☆97Sep 22, 2025Updated 5 months ago
- [EACL'23] MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages☆23Feb 13, 2023Updated 3 years ago
- Automatic Generation of Text Descriptive Comments for Code Blocks☆31Nov 19, 2018Updated 7 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆85May 10, 2021Updated 4 years ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Apr 24, 2021Updated 4 years ago
- Implementation of the paper Tree Transformer☆215May 24, 2020Updated 5 years ago
- Source Code for "A multi-modal transformer-based code summarization approach for smart contracts"☆27Mar 16, 2021Updated 5 years ago
- ☆60Dec 21, 2022Updated 3 years ago
- ☆45Jun 22, 2022Updated 3 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆186Mar 1, 2022Updated 4 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Nov 22, 2022Updated 3 years ago
- Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"☆564Jul 12, 2025Updated 8 months ago
- CodeXGLUE☆1,808Apr 23, 2024Updated last year
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆169Dec 26, 2021Updated 4 years ago