| --- |
| language: |
| - en |
| license: mit |
| size_categories: |
| - n<1K |
| task_categories: |
| - translation |
| --- |
| |
| # Dataset Card for InterCode-Corrections |
| 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. |
|
|
| ## Dataset Details |
| ### Dataset Description |
| 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). |
| - **Curated by:** [Anyscale Learning For All (ALFA) Group at MIT-CSAIL](https://alfagroup.csail.mit.edu/) |
| - **Language:** English |
| - **License:** MIT License |
|
|
| ### Usage |
| This dataset is not intended for direct use. Instead, please use the [NL2SH-ALFA](https://huggingface.co/datasets/westenfelder/NL2SH-ALFA) dataset. |
| ```bash |
| from datasets import load_dataset |
| train_dataset = load_dataset("westenfelder/NL2SH-ALFA", "train", split="train") |
| test_dataset = load_dataset("westenfelder/NL2SH-ALFA", "test", split="train") |
| ``` |
|
|
| ### Dataset Sources |
| - **Repository:** [GitHub Repo](https://github.com/westenfelder/NL2SH) |
| - **Paper:** [LLM-Supported Natural Language to Bash Translation](https://arxiv.org/abs/2502.06858) |
|
|
| ## Citation |
| **BibTeX:** |
| ``` |
| @misc{westenfelder2025llmsupportednaturallanguagebash, |
| title={LLM-Supported Natural Language to Bash Translation}, |
| author={Finnian Westenfelder and Erik Hemberg and Miguel Tulla and Stephen Moskal and Una-May O'Reilly and Silviu Chiricescu}, |
| year={2025}, |
| eprint={2502.06858}, |
| archivePrefix={arXiv}, |
| primaryClass={cs.CL}, |
| url={https://arxiv.org/abs/2502.06858}, |
| } |
| ``` |
|
|
| ## Dataset Card Authors |
| Finn Westenfelder |
|
|
| ## Dataset Card Contact |
| Please email finnw@mit.edu or make a pull request. |
