Update README.md

README.md

@@ -1,4 +1,16 @@
 ---
+language:
+- en
+multilinguality:
+- monolingual
+size_categories:
+- 100K<n<1M
+task_categories:
+- feature-extraction
+- sentence-similarity
+pretty_name: Sentence Compression
+tags:
+- sentence-transformers
 dataset_info:
   config_name: pair
   features:
@@ -18,3 +30,24 @@ configs:
   - split: train
     path: pair/train-*
 ---
+
+# Dataset Card for Sentence Compression
+
+This dataset is a collection of text-simplified pairs from the Sentence Compression project. See [Sentence Compression](https://github.com/google-research-datasets/sentence-compression) for additional information.
+This dataset can be used directly with Sentence Transformers to train embedding models.
+
+## Dataset Subsets
+
+### `pair` subset
+
+* Columns: "text", "simplified"
+* Column types: `str`, `str`
+* Examples:
+    ```python
+    {
+      'text': "The USHL completed an expansion draft on Monday as 10 players who were on the rosters of USHL teams during the 2009-10 season were selected by the League's two newest entries, the Muskegon Lumberjacks and Dubuque Fighting Saints.",
+      'simplified': 'USHL completes expansion draft',
+    }
+    ```
+* Collection strategy: Reading the Sentence Compression dataset from [embedding-training-data](https://huggingface.co/datasets/sentence-transformers/embedding-training-data).
+* Deduplified: No