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--- |
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language: |
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- en |
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license: mit |
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size_categories: |
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- n<1K |
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task_categories: |
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- translation |
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--- |
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# Dataset Card for InterCode-Corrections |
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This is a manually corrected version of the [InterCode-Bash](https://github.com/princeton-nlp/intercode/tree/master/data/nl2bash) dataset, providing natural language prompts and Bash commands for the task of machine translation. |
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## Dataset Details |
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### Dataset Description |
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This dataset contains corrections for errors in the [InterCode-Bash](https://github.com/princeton-nlp/intercode/tree/master/data/nl2bash) dataset. `corrections.csv` contains annotations for each error. `final.csv` contains the updated dataset with the corrections applied. The corrected dataset was used to create the test split of the [NL2SH-ALFA](https://huggingface.co/datasets/westenfelder/NL2SH-ALFA) dataset. For more information, please refer to the [paper](https://arxiv.org/abs/2502.06858). |
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- **Curated by:** [Anyscale Learning For All (ALFA) Group at MIT-CSAIL](https://alfagroup.csail.mit.edu/) |
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- **Language:** English |
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- **License:** MIT License |
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### Usage |
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This dataset is not intended for direct use. Instead, please use the [NL2SH-ALFA](https://huggingface.co/datasets/westenfelder/NL2SH-ALFA) dataset. |
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```bash |
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from datasets import load_dataset |
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train_dataset = load_dataset("westenfelder/NL2SH-ALFA", "train", split="train") |
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test_dataset = load_dataset("westenfelder/NL2SH-ALFA", "test", split="train") |
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``` |
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### Dataset Sources |
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- **Repository:** [GitHub Repo](https://github.com/westenfelder/NL2SH) |
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- **Paper:** [LLM-Supported Natural Language to Bash Translation](https://arxiv.org/abs/2502.06858) |
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## Citation |
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**BibTeX:** |
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``` |
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@misc{westenfelder2025llmsupportednaturallanguagebash, |
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title={LLM-Supported Natural Language to Bash Translation}, |
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author={Finnian Westenfelder and Erik Hemberg and Miguel Tulla and Stephen Moskal and Una-May O'Reilly and Silviu Chiricescu}, |
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year={2025}, |
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eprint={2502.06858}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.CL}, |
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url={https://arxiv.org/abs/2502.06858}, |
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} |
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``` |
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## Dataset Card Authors |
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Finn Westenfelder |
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## Dataset Card Contact |
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Please email [email protected] or make a pull request. |
