Update README.md

README.md

@@ -1,4 +1,16 @@
 ---
+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:
@@ -18,3 +30,24 @@ configs:
   - 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