sentence-transformers/wikihow

---
language:
- en
multilinguality:
- monolingual
size_categories:
- 100K<n<1M
task_categories:
- feature-extraction
- sentence-similarity
pretty_name: WikiHow Summaries
tags:
- sentence-transformers
dataset_info:
config_name: pair
features:
- name: text
dtype: string
- name: summary
dtype: string
splits:
- name: train
num_bytes: 30125544
num_examples: 128543
download_size: 18151561
dataset_size: 30125544
configs:
- config_name: pair
data_files:
- split: train
path: pair/train-*
---

# Dataset Card for WikiHow Summaries

This dataset is a collection of text-summary pairs collected from WikiHow. See [WikiHow pairs dataset](https://github.com/pvl/wikihow_pairs_dataset) for additional information.
This dataset can be used directly with Sentence Transformers to train embedding models.

## Dataset Subsets

### `pair` subset

* Columns: "text", "summary"
* Column types: `str`, `str`
* Examples:
```python
{
'text': "Wisdom teeth are the molars furthest back on both sides of your upper and lower jaw. [1] These four teeth are the last ones to erupt or grow out of your gums and become functional — this typically occurs during the late teen years or early adulthood; however, sometimes wisdom teeth don't erupt at all or only partially erupt and become impacted if there isn't enough room in your jaw or mouth.",
'summary': 'Tell Between an Erupting and Impacted Wisdom Tooth',
}
```
* Collection strategy: Reading the WikiHow dataset from [embedding-training-data](https://huggingface.co/datasets/sentence-transformers/embedding-training-data).
* Deduplified: No

原始信息汇总

数据集概述

基本信息

• 名称: WikiHow Summaries
• 语言: 英语
• 多语言性: 单语种
• 大小: 10万<n<100万
• 任务类别: 特征提取, 句子相似度
• 标签: sentence-transformers

数据集结构

• 配置名称: pair
• 特征:
  • text: 字符串类型
  • summary: 字符串类型
• 分割:
  • 训练集:
    • 字节数: 30125544
    • 示例数: 128543
    • 下载大小: 18151561
    • 数据集大小: 30125544

子集详情

• 名称: pair

• 列: "text", "summary"

• 列类型: 字符串, 字符串

• 示例: python { text: "Wisdom teeth are the molars furthest back on both sides of your upper and lower jaw. [1] These four teeth are the last ones to erupt or grow out of your gums and become functional — this typically occurs during the late teen years or early adulthood; however, sometimes wisdom teeth dont erupt at all or only partially erupt and become impacted if there isnt enough room in your jaw or mouth.", summary: Tell Between an Erupting and Impacted Wisdom Tooth, }

• 收集策略: 从embedding-training-data读取WikiHow数据集

• 去重: 否