Replication of the paper "Structured Neural Summarization" which uses Graph Neural Networks and Seq2Seq models to summarize natural language and source code.
☆21Mar 15, 2019Updated 7 years ago
Alternatives and similar repositories for structured-neural-summarization-replication
Users that are interested in structured-neural-summarization-replication are comparing it to the libraries listed below
Sorting:
- A repository with the code for the paper with the same title☆73May 9, 2019Updated 6 years ago
- Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code' in PyTorch using TorchText☆14Sep 21, 2018Updated 7 years ago
- Open source machine learning for graph-structured data☆30May 9, 2019Updated 6 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Nov 22, 2022Updated 3 years ago
- Learning to Spot and Refactor Inconsistent Method Names☆16Sep 1, 2022Updated 3 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆45Jul 25, 2024Updated last year
- Re-implementation and extension of the work described in "Learning to Represent Programs with Graphs"☆39May 14, 2019Updated 6 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
- Funcom Source Code Summarization Tool - Public Release☆34Apr 26, 2024Updated last year
- code for "Learning to Represent Programs with Heterogeneous Graphs"☆12May 17, 2022Updated 3 years ago
- PyTorch's implementation of the code2seq model.☆62Jul 25, 2024Updated last year
- Code for the ICLR 2019 paper "Learning to Represent Edits"☆13Dec 8, 2022Updated 3 years ago
- Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code'☆15Mar 14, 2019Updated 7 years ago
- Synthesized models for PHOG to make the results reproducible by the research community☆11Jan 23, 2020Updated 6 years ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆195May 28, 2022Updated 3 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆85May 10, 2021Updated 4 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆99Jun 3, 2022Updated 3 years ago
- A Python 3 module that provides functions for splitting identifiers found in source code files.☆48Jan 12, 2023Updated 3 years ago
- The dataset for EMSE-DeepCom☆122Mar 20, 2021Updated 5 years ago
- Samples of ML models learning from source code☆20Nov 28, 2022Updated 3 years ago
- A GPU (CUDA) implementation, with a python interface, of the approximated KNN graph computation with Random Sample Forest algorithm KNN.☆12Feb 2, 2026Updated last month
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆15Dec 2, 2021Updated 4 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…☆84Mar 24, 2023Updated 2 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆20May 19, 2022Updated 3 years ago
- Code search model based the self-attention☆12Oct 16, 2020Updated 5 years ago
- Probabilistic Type Inference using Graph Neural Networks☆50Dec 9, 2022Updated 3 years ago
- IST'21 & SANER'22: Semantic-Preserving Program Transformations☆31Oct 25, 2022Updated 3 years ago
- ☆10Sep 28, 2018Updated 7 years ago
- ☆45Oct 12, 2020Updated 5 years ago
- ☆11Jun 21, 2022Updated 3 years ago
- A javac plugin for extracting a feature graph for plugging in to machine learning models☆28Jan 20, 2021Updated 5 years ago
- ☆23Mar 25, 2023Updated 2 years ago
- ☆24Feb 15, 2020Updated 6 years ago
- ☆25Jul 12, 2017Updated 8 years ago
- Code for the EMNLP 2021 Oral paper "Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search" https://arx…☆12Feb 6, 2023Updated 3 years ago
- Improved Training of Wasserstein GANs for Neural Machine Translation☆11Dec 11, 2017Updated 8 years ago
- ☆14Jul 16, 2020Updated 5 years ago
- ☆10Dec 29, 2020Updated 5 years ago
- For Free, Full History, More Powerful Review Crawl, use AppbotCrawl☆12Oct 28, 2018Updated 7 years ago