Update README.md

README.md

@@ -1,4 +1,20 @@
 ---
+annotations_creators:
+  - expert-generated
+language:
+- en
+language_creators:
+  - found
+multilinguality:
+- monolingual
+size_categories:
+- 100K<n<1M
+task_categories:
+- feature-extraction
+- sentence-similarity
+pretty_name: Quora Duplicate Questions
+tags:
+- sentence-transformers
 dataset_info:
 - config_name: pair
   features:
@@ -40,3 +56,38 @@ configs:
   - split: train
     path: pair-class/train-*
 ---
+
+# Dataset Card for Quora Duplicate Questions
+
+This dataset contains the [Quora](https://huggingface.co/datasets/quora) Question Pairs dataset in two formats that are easily used with Sentence Transformers to train embedding models. The data was originally created by Quora for [this Kaggle Competition](https://www.kaggle.com/c/quora-question-pairs).
+
+## Dataset Subsets
+
+### `pair-class` subset
+
+* Columns: "sentence1", "sentence2", "label"
+* Column types: `str`, `str`, `class` with `{"0": "different", "1": "duplicate"}`
+* Examples:
+    ```python
+    {
+      'sentence1': 'What is the step by step guide to invest in share market in india?',
+      'sentence2': 'What is the step by step guide to invest in share market?',
+      'label': 0,
+    }
+   ```
+* Collection strategy: A direct copy of [Quora](https://huggingface.co/datasets/quora), but with more conveniently parsable columns.
+* Deduplified: No
+
+### `pair` subset
+
+* Columns: "anchor", "positive"
+* Column types: `str`, `str`
+* Examples:
+    ```python
+    {
+      'anchor': 'Astrology: I am a Capricorn Sun Cap moon and cap rising...what does that say about me?',
+      'positive': "I'm a triple Capricorn (Sun, Moon and ascendant in Capricorn) What does this say about me?",
+    }
+    ```
+* Collection strategy: Filtering away the "different" options from the `pair-class` subset, removing the label column, and renaming the columns.
+* Deduplified: No