paq

# Dataset Card for PAQ

This dataset contains query-answer pairs from the [PAQ dataset](https://github.com/facebookresearch/PAQ), formatted to be easily used with Sentence Transformers to train embedding models.

## Dataset Subsets

### `pair` subset

* Columns: "query", "answer"
* Column types: `str`, `str`
* Examples:
```python
{
'query': 'in which year was footballer paul ince born',
'answer': 'Paul Ince Paul Emerson Carlyle Ince (; born 21 October 1967) is an English football manager and a former professional footballer who played as a midfielder from 1982 to 2007. Born in Ilford, London, Ince spent the majority of his playing career at the highest level; after leaving West Ham United he joined Manchester United where he played in the Premier League. After two years in Serie A with Internazionale he returned to England to play in the top flight for Liverpool, Middlesbrough and Wolverhampton Wanderers. After a spell as player-coach of Swindon Town, he retired from playing while player-manager',
}
```
* Collection strategy: Reading the PAQ dataset from [embedding-training-data](https://huggingface.co/datasets/sentence-transformers/embedding-training-data).
* Deduplified: No

# PAQ 数据集卡片

本数据集包含来自[PAQ数据集](https://github.com/facebookresearch/PAQ)的查询-问答对，经格式化后可直接配合Sentence Transformers（句子Transformer）用于嵌入模型的训练。

## 数据集子集

### `pair` 子集

* 列名："query"（查询）、"answer"（答案）
* 列类型：均为字符串（str）
* 示例：
python
{
'query': '足球运动员保罗·因斯出生于哪一年',
'answer': '保罗·因斯（Paul Emerson Carlyle Ince，1967年10月21日出生）是英格兰足球教练，前职业足球运动员，球员时代司职中场，职业生涯跨度为1982年至2007年。他出生于伦敦伊尔福德，职业生涯大部分时间都在顶级联赛征战：离开西汉姆联后，他加盟曼联并随队征战英超联赛。在国际米兰效力意甲两年后，他重返英格兰，先后为利物浦、米德尔斯堡以及伍尔弗汉普顿流浪者队征战顶级联赛。在斯温登镇担任球员教练一职后，他以球员兼教练的身份正式退役。',
}

* 数据采集策略：从[embedding-training-data](https://huggingface.co/datasets/sentence-transformers/embedding-training-data)读取PAQ数据集。
* 去重情况：否