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README.md

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 license: apache-2.0
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+### This is an exact copy of the dataset from the original github repo: https://github.com/WeixiangYAN/CodeTransOcean.git 
 
+# [CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation](https://arxiv.org/abs/2310.04951)
 
+<div align="center">
+    <a href="https://yuchen814.github.io/CodeTransOcean/"><img src="./images/leaderboard6.png" alt="Leaderboard">Leaderboard</a> &nbsp;&nbsp;|&nbsp;&nbsp;
+    <a href="https://arxiv.org/pdf/2310.04951.pdf">📄 Paper</a> &nbsp;&nbsp;|&nbsp;&nbsp;
+    <a href="https://drive.google.com/file/d/1xw6Edqf_nknKoei_LC49n4EtvNQezKGe/view?usp=sharing"><img src="./images/Google_Drive_Logo_16px.png" alt="Google Drive"> Access from Google Drive datasets</a>
+</div>
+
+<br>
+
+**CodeTransOcean**, a large-scale comprehensive benchmark that supports the largest variety of programming languages for code translation. CodeTransOcean consists of three novel multilingual datasets, namely, **MultilingualTrans** supporting translations between multiple popular programming languages, **NicheTrans** for translating between niche programming languages and popular ones, and **LLMTrans** for evaluating executability of translated code by large language models (LLMs). CodeTransOcean also includes a novel cross-framework dataset, **DLTrans**, for translating deep learning code across different frameworks.
+
+
+<div align="center">
+  <img src="./images/codetransocean.png">
+</div>
+
+
+## Datasets
+🤗[Hugging Face](https://huggingface.co/datasets/Owos/CodeTransOcean-copy) or  <img src="./images/Google_Drive_Logo_16px.png">[Google Drive](https://drive.google.com/file/d/1xw6Edqf_nknKoei_LC49n4EtvNQezKGe/view?usp=sharing)
+
+
+## Code
+The MultilingualTrans, NicheTrans, and DLTrans datasets were experimented with on CodeT5+, and the code is in the [CodeT5+](https://github.com/WeixiangYAN/CodeTransOcean/tree/main/CodeT5%2B) file.
+
+The LLMTrans dataset was experimented with on GPT-3.5, and the code is in the [ChatGPT](https://github.com/WeixiangYAN/CodeTransOcean/tree/main/ChatGPT) file.
+
+
+
+## Citation
+Please cite the paper if you use the data or code from CodeTransOcean.
+```
+@article{yan2023codetransocean,
+  title={CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation},
+  author={Yan, Weixiang and Tian, Yuchen and Li, Yunzhe and Chen, Qian and Wang, Wen},
+  journal={arXiv preprint arXiv:2310.04951},
+  year={2023}
+}
+```
+
+## Contact
+For questions, please feel free to reach out via email at ``[email protected]``.