参考文献:
平文
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:ropes/plain_text')
- 説明：
ROPES (Reasoning Over Paragraph Effects in Situations) is a QA dataset
which tests a system's ability to apply knowledge from a passage
of text to a new situation. A system is presented a background
passage containing a causal or qualitative relation(s) (e.g.,
"animal pollinators increase efficiency of fertilization in flowers"),
a novel situation that uses this background, and questions that require
reasoning about effects of the relationships in the background
passage in the background of the situation.
- ライセンス: CC BY 4.0
- バージョン: 1.1.0
- 分割:
| スプリット | 例 |
|---|---|
'test' | 1710 |
'train' | 10924 |
'validation' | 1688年 |
- 特徴：
{
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"background": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"situation": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"question": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"answers": {
"feature": {
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}