| --- |
| license: mit |
| task_categories: |
| - text-generation |
| language: |
| - en |
| tags: |
| - math |
| --- |
| # Clean GSM8K-Aug-NL |
|
|
| ## Overview |
|
|
| The Clean GSM8K-Aug family is a revised version of |
| [`whynlp/gsm8k-aug`](https://huggingface.co/datasets/whynlp/gsm8k-aug) and |
| [`whynlp/gsm8k-aug-nl`](https://huggingface.co/datasets/whynlp/gsm8k-aug-nl). |
| It retains the original `question`, `steps`, and `answer` schema while removing |
| or repairing examples with incomplete or inconsistent calculation traces. |
|
|
| Four representations of the same aligned questions and answers are available: |
|
|
| | Dataset | Step representation | |
| |---|---| |
| | [`cs-giung/clean-gsm8k-aug`](https://huggingface.co/datasets/cs-giung/clean-gsm8k-aug) | Infix arithmetic expressions | |
| | [`cs-giung/clean-gsm8k-aug-prefix`](https://huggingface.co/datasets/cs-giung/clean-gsm8k-aug-prefix) | Comma-delimited prefix notation | |
| | [`cs-giung/clean-gsm8k-aug-postfix`](https://huggingface.co/datasets/cs-giung/clean-gsm8k-aug-postfix) | Comma-delimited postfix notation | |
| | [`cs-giung/clean-gsm8k-aug-nl`](https://huggingface.co/datasets/cs-giung/clean-gsm8k-aug-nl) | Natural-language reasoning | |
|
|
| All four datasets have identical split sizes, schemas, question ordering, and |
| answers. Only `steps` differs between variants. The prefix and postfix variants |
| are guaranteed to encode the same mathematical reasoning steps as the infix |
| variant. The natural-language variant is aligned at the question-and-answer |
| level, but it is not guaranteed to contain the same reasoning steps. |
|
|
| See [`cs-giung/clean-gsm8k-aug`](https://huggingface.co/datasets/cs-giung/clean-gsm8k-aug) for more details. |
