DaniFrame/COLAPerturbed
收藏资源简介：
--- dataset_info: features: - name: sentence dtype: string - name: label dtype: class_label: names: '0': unacceptable '1': acceptable - name: idx dtype: int32 splits: - name: cola_perturbed_keyboard_0.01 num_bytes: 60525 num_examples: 1063 - name: cola_perturbed_keyboard_0.05 num_bytes: 60535 num_examples: 1063 - name: cola_perturbed_keyboard_0.1 num_bytes: 60576 num_examples: 1063 - name: cola_perturbed_ocr_0.01 num_bytes: 60512 num_examples: 1063 - name: cola_perturbed_ocr_0.05 num_bytes: 60512 num_examples: 1063 - name: cola_perturbed_ocr_0.1 num_bytes: 60512 num_examples: 1063 - name: cola_perturbed_spellingerror_0.01 num_bytes: 60715 num_examples: 1063 - name: cola_perturbed_spellingerror_0.05 num_bytes: 60904 num_examples: 1063 - name: cola_perturbed_spellingerror_0.1 num_bytes: 61374 num_examples: 1063 - name: cola_perturbed_typos_0.01 num_bytes: 60541 num_examples: 1063 - name: cola_perturbed_typos_0.05 num_bytes: 60566 num_examples: 1063 - name: cola_perturbed_typos_0.1 num_bytes: 60536 num_examples: 1063 - name: cola_perturbed_sne_0.1 num_bytes: 65395 num_examples: 1063 - name: cola_perturbed_sne_0.2 num_bytes: 65429 num_examples: 1063 - name: cola_perturbed_sne_0.3 num_bytes: 65620 num_examples: 1063 - name: cola_perturbed_sswn_0.1 num_bytes: 61685 num_examples: 1063 - name: cola_perturbed_sswn_0.2 num_bytes: 62032 num_examples: 1063 - name: cola_perturbed_sswn_0.3 num_bytes: 63133 num_examples: 1063 - name: cola_perturbed_contraction num_bytes: 60518 num_examples: 1063 - name: cola_perturbed_insertadv num_bytes: 78182 num_examples: 1063 - name: cola_perturbed_prejudice num_bytes: 60510 num_examples: 1063 - name: cola_perturbed_punctuation num_bytes: 66036 num_examples: 1063 - name: cola_perturbed_reverseneg num_bytes: 66162 num_examples: 1063 - name: cola_perturbed_swapnum num_bytes: 60516 num_examples: 1063 - name: cola_perturbed_verbtense num_bytes: 60978 num_examples: 1063 - name: cola_perturbed_twitter num_bytes: 75043 num_examples: 1063 - name: cola_perturbed_wordcase num_bytes: 60513 num_examples: 1063 download_size: 1124448 dataset_size: 1699560 --- # Dataset Card for "ColaPerturbed" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
数据集概述
数据集名称
"ColaPerturbed"
数据集特征
- sentence: 数据类型为字符串。
- label: 数据类型为分类标签，包含两个类别：0: unacceptable 和 1: acceptable。
- idx: 数据类型为int32。
数据集分割
数据集包含多个分割，每个分割具有不同的扰动类型和比例，具体如下：
| 分割名称 | 字节数 | 示例数 |
|---|---|---|
| cola_perturbed_keyboard_0.01 | 60525 | 1063 |
| cola_perturbed_keyboard_0.05 | 60535 | 1063 |
| cola_perturbed_keyboard_0.1 | 60576 | 1063 |
| cola_perturbed_ocr_0.01 | 60512 | 1063 |
| cola_perturbed_ocr_0.05 | 60512 | 1063 |
| cola_perturbed_ocr_0.1 | 60512 | 1063 |
| cola_perturbed_spellingerror_0.01 | 60715 | 1063 |
| cola_perturbed_spellingerror_0.05 | 60904 | 1063 |
| cola_perturbed_spellingerror_0.1 | 61374 | 1063 |
| cola_perturbed_typos_0.01 | 60541 | 1063 |
| cola_perturbed_typos_0.05 | 60566 | 1063 |
| cola_perturbed_typos_0.1 | 60536 | 1063 |
| cola_perturbed_sne_0.1 | 65395 | 1063 |
| cola_perturbed_sne_0.2 | 65429 | 1063 |
| cola_perturbed_sne_0.3 | 65620 | 1063 |
| cola_perturbed_sswn_0.1 | 61685 | 1063 |
| cola_perturbed_sswn_0.2 | 62032 | 1063 |
| cola_perturbed_sswn_0.3 | 63133 | 1063 |
| cola_perturbed_contraction | 60518 | 1063 |
| cola_perturbed_insertadv | 78182 | 1063 |
| cola_perturbed_prejudice | 60510 | 1063 |
| cola_perturbed_punctuation | 66036 | 1063 |
| cola_perturbed_reverseneg | 66162 | 1063 |
| cola_perturbed_swapnum | 60516 | 1063 |
| cola_perturbed_verbtense | 60978 | 1063 |
| cola_perturbed_twitter | 75043 | 1063 |
| cola_perturbed_wordcase | 60513 | 1063 |
数据集大小
- 下载大小：1124448字节
- 数据集大小：1699560字节
