Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network
☆68Apr 9, 2021Updated 4 years ago
Alternatives and similar repositories for ICPC2020_GNN
Users that are interested in ICPC2020_GNN are comparing it to the libraries listed below
Sorting:
- This is the code repository for our ICPC 2021 paper "Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting"☆24Jan 3, 2023Updated 3 years ago
- Funcom Source Code Summarization Tool - Public Release☆34Apr 26, 2024Updated last year
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆195May 28, 2022Updated 3 years ago
- A repository with the code for the paper with the same title☆73May 9, 2019Updated 6 years ago
- ☆18Apr 14, 2021Updated 4 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆85May 10, 2021Updated 4 years ago
- The dataset for EMSE-DeepCom☆122Mar 20, 2021Updated 4 years ago
- ☆69Sep 17, 2020Updated 5 years ago
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆78Jun 2, 2021Updated 4 years ago
- Code Generation as a Dual Task of Code Summarization.☆30Jun 28, 2021Updated 4 years ago
- Replication of the paper "Structured Neural Summarization" which uses Graph Neural Networks and Seq2Seq models to summarize natural langu…☆21Mar 15, 2019Updated 6 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Nov 22, 2022Updated 3 years ago
- ☆10Aug 25, 2020Updated 5 years ago
- This repo is the benchmark for source code summarization on C language☆26Mar 18, 2021Updated 4 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆172Apr 6, 2022Updated 3 years ago
- Re-implementation and extension of the work described in "Learning to Represent Programs with Graphs"☆39May 14, 2019Updated 6 years ago
- ☆13Jul 6, 2023Updated 2 years ago
- Code for the paper "Embedding Java Classes with code2vec: Improvements from Variable Obfuscation" in MSR 2020☆32Mar 24, 2023Updated 2 years ago
- PyTorch's implementation of the code2seq model.☆62Jul 25, 2024Updated last year
- ☆45Oct 12, 2020Updated 5 years ago
- Replication package for ICSE2022 paper: On the Evaluation of Neural Code Summarization☆29Sep 20, 2022Updated 3 years ago
- Probabilistic Type Inference using Graph Neural Networks☆50Dec 9, 2022Updated 3 years ago
- CFG based program similarity using Graph Neural Networks☆36Mar 21, 2023Updated 2 years ago
- ☆11Jul 20, 2021Updated 4 years ago
- Source Code for "A multi-modal transformer-based code summarization approach for smart contracts"☆27Mar 16, 2021Updated 4 years ago
- Library for preprocessing java source code into Augmented ASTs, as per the paper Open Vocabulary Learning on Source Code with a Graph-Str…☆21Oct 22, 2018Updated 7 years ago
- ☆53Sep 11, 2021Updated 4 years ago
- Open source machine learning for graph-structured data☆30May 9, 2019Updated 6 years ago
- Description: We want to create a deep Neural Network that can automatically generate comments for code snippets passed to it. The motiva…☆44Nov 16, 2022Updated 3 years ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Apr 24, 2021Updated 4 years ago
- Summarizing Source Code using a Neural Attention Model - CODENN☆239Jan 23, 2023Updated 3 years ago
- ☆19Apr 27, 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
- 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
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆123Nov 7, 2024Updated last year
- 🔍 Code Search Tools & Experiments☆12Updated this week
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆169Dec 26, 2021Updated 4 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
- Learning to Update Natural Language Comments Based on Code Changes: Artifact☆33Oct 24, 2020Updated 5 years ago