| | --- |
| | license: apache-2.0 |
| | datasets: |
| | - AISE-TUDelft/Capybara |
| | tags: |
| | - code |
| | --- |
| | |
| | # BinT5 |
| |
|
| | - **Repository: https://github.com/AISE-TUDelft/Capybara-BinT5** |
| | - **Paper: https://huggingface.co/papers/2301.01701** |
| | - **Point of Contact: https://huggingface.co/aalkaswan** |
| | - **Raw Data: https://zenodo.org/records/7229913** |
| |
|
| | BinT5 is a Binary Code Summarization model, the base models are [CodeT5]() and fine-tuned with [Capybara](). |
| |
|
| | We offer 5 variations of the model: |
| |
|
| | | Name | Training Data | |
| | |-----------------------------------------------------|------------------------------------------------------| |
| | | [BinT5-C](https://huggingface.co/AISE-TUDelft/BinT5-C) | C Source | |
| | | [BinT5-Decom](https://huggingface.co/AISE-TUDelft/BinT5-Decom) | Decompiled C Binaries | |
| | | [BinT5-Stripped](https://huggingface.co/AISE-TUDelft/BinT5-Stripped) | Stripped Decompiled C Binaries | |
| | | [BinT5-Demi](https://huggingface.co/AISE-TUDelft/BinT5-Demi) | Demi-stripped Decompiled C Binaries | |
| | | [BinT5-NoFunName](https://huggingface.co/AISE-TUDelft/BinT5-NoFunName) | Decompiled C Binaries with the Function Name removed | |
| |
|
| | ### Citation Information |
| |
|
| | ``` |
| | @inproceedings{alkaswan2023extending, |
| | title={Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries}, |
| | author={Al-Kaswan, Ali and Ahmed, Toufique and Izadi, Maliheh and Sawant, Anand Ashok and Devanbu, Premkumar and van Deursen, Arie}, |
| | booktitle={2023 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)}, |
| | pages={260--271}, |
| | year={2023}, |
| | organization={IEEE} |
| | } |
| | ``` |
