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---
language:
- en
multilinguality:
- monolingual
size_categories:
- 1M<n<10M
task_categories:
- feature-extraction
- sentence-similarity
pretty_name: AGNews
tags:
- sentence-transformers
dataset_info:
config_name: pair
features:
- name: title
dtype: string
- name: description
dtype: string
splits:
- name: train
num_bytes: 273864775
num_examples: 1157745
download_size: 203910268
dataset_size: 273864775
configs:
- config_name: pair
data_files:
- split: train
path: pair/train-*
---
# Dataset Card for AGNews
This dataset is a collection of title-description pairs collected from AGNews. See the [AG News corpus](http://groups.di.unipi.it/~gulli/AG_corpus_of_news_articles.html) for additional information.
This dataset can be used directly with Sentence Transformers to train embedding models.
## Dataset Subsets
### `pair` subset
* Columns: "title", "description"
* Column types: `str`, `str`
* Examples:
```python
{
'title': 'Helicopter Crashes in Colombian Drug War, Kills 20',
'description': 'BOGOTA, Colombia - A U.S.-made helicopter on an anti-drugs mission crashed in the Colombian jungle on Thursday, killing all 20 Colombian soldiers aboard, the army said.',
}
```
* Collection strategy: Reading the AG News dataset from [embedding-training-data](https://huggingface.co/datasets/sentence-transformers/embedding-training-data).
* Deduplified: No |