Update README.md

README.md

@@ -1,4 +1,16 @@
 ---
+language:
+- en
+multilinguality:
+- monolingual
+size_categories:
+- 10M<n<100M
+task_categories:
+- feature-extraction
+- sentence-similarity
+pretty_name: Amazon Reviews 2018
+tags:
+- sentence-transformers
 dataset_info:
   config_name: pair
   features:
@@ -18,3 +30,24 @@ configs:
   - split: train
     path: pair/train-*
 ---
+
+# Dataset Card for Amazon Reviews 2018
+
+This dataset is a collection of title-review pairs collected from Amazon, as collected in [Ni et al.](https://cseweb.ucsd.edu//~jmcauley/pdfs/emnlp19a.pdf). See [Amazon Reviews 2018](https://nijianmo.github.io/amazon/index.html) for additional information.
+This dataset can be used directly with Sentence Transformers to train embedding models.
+
+## Dataset Subsets
+
+### `pair` subset
+
+* Columns: "title", "review"
+* Column types: `str`, `str`
+* Examples:
+    ```python
+    {
+      'title': "It doesn't fit my machine. I can't seem to ...",
+      'review': "It doesn't fit my machine. I can't seem to find the part for the Mr. Coffee Tea maker I have.",
+    }
+    ```
+* Collection strategy: Reading the Amazon Reviews 2018 dataset from [embedding-training-data](https://huggingface.co/datasets/sentence-transformers/embedding-training-data).
+* Deduplified: No