bayesgroup / code_transformers
Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code
☆63Updated 3 years ago
Alternatives and similar repositories for code_transformers:
Users that are interested in code_transformers are comparing it to the libraries listed below
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆91Updated 2 years ago
- ☆26Updated 2 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆68Updated 4 years ago
- code for "Learning to Represent Programs with Heterogeneous Graphs"☆12Updated 2 years ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆192Updated 2 years ago
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆77Updated 3 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 3 years ago
- Code Generation as a Dual Task of Code Summarization.☆30Updated 3 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
- Replication package for ICSE2022 paper: On the Evaluation of Neural Code Summarization☆28Updated 2 years ago
- ☆39Updated 11 months ago
- ☆16Updated 5 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆187Updated 3 years ago
- This repo is the benchmark for source code summarization on C language☆25Updated 4 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆101Updated 2 years ago
- ☆45Updated 4 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆45Updated 8 months ago
- ☆1Updated 2 years ago
- This repository is the replication package of the ICSE22 paper "FIRA: Fine-Grained Graph-Based Code Change Representation for Automated C…☆31Updated 2 years ago
- A repository with the code for the paper with the same title☆74Updated 5 years ago
- IST'21 & SANER'22: Semantic-Preserving Program Transformations☆31Updated 2 years ago
- Dataset and code corresponding to Associating Natural Language Comment and Source Code Entities (AAAI 2020)☆20Updated 4 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 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
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated 8 months ago
- ☆69Updated 4 years ago
- ☆5Updated 2 years ago
- This is the official implementation of paper "AST-Trans: Code Summarization with Efficient Tree-StructuredAttention" acceptted in ICSE 20…☆25Updated 11 months ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Updated 3 years ago
- Deep Just-In-Time Inconsistency Detection Between Comments and Source Code: Artifact☆22Updated 2 years ago