Updated README.md

README.md

@@ -9,10 +9,43 @@ task_categories:
 ---
 
 # 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.
 
-<!-- Provide a quick summary of the dataset. -->
-This is a manually corrected version of the InterCode-Bash 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
 
-More information: https://github.com/westenfelder/NL2SH
+### 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")
+```
 
-https://arxiv.org/abs/2502.06858
+### 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.