参考文献:
高い
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:race/high')
- 説明:
Race is a large-scale reading comprehension dataset with more than 28,000 passages and nearly 100,000 questions. The
dataset is collected from English examinations in China, which are designed for middle school and high school students.
The dataset can be served as the training and test sets for machine comprehension.
- ライセンス: 不明なライセンス
- バージョン: 0.1.0
- 分割:
スプリット | 例 |
---|---|
'test' | 3498 |
'train' | 62445 |
'validation' | 3451 |
- 特徴:
{
"example_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"article": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"answer": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"question": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"options": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
真ん中
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:race/middle')
- 説明:
Race is a large-scale reading comprehension dataset with more than 28,000 passages and nearly 100,000 questions. The
dataset is collected from English examinations in China, which are designed for middle school and high school students.
The dataset can be served as the training and test sets for machine comprehension.
- ライセンス: 不明なライセンス
- バージョン: 0.1.0
- 分割:
スプリット | 例 |
---|---|
'test' | 1436 |
'train' | 25421 |
'validation' | 1436 |
- 特徴:
{
"example_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"article": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"answer": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"question": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"options": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
全て
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:race/all')
- 説明:
Race is a large-scale reading comprehension dataset with more than 28,000 passages and nearly 100,000 questions. The
dataset is collected from English examinations in China, which are designed for middle school and high school students.
The dataset can be served as the training and test sets for machine comprehension.
- ライセンス: 不明なライセンス
- バージョン: 0.1.0
- 分割:
スプリット | 例 |
---|---|
'test' | 4934 |
'train' | 87866 |
'validation' | 4887 |
- 特徴:
{
"example_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"article": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"answer": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"question": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"options": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}