Update README.md

README.md

@@ -22,4 +22,27 @@ configs:
     path: data/train-*
   - split: test
     path: data/test-*
+language:
+- en
 ---
+
+# Dataset Card for Dataset Name
+
+<!-- Provide a quick summary of the dataset. -->
+
+Dataset for finetuning embedding models for patent language. 
+
+## Dataset Details
+<!-- Provide a longer summary of what this dataset is. -->
+
+Anchor/Positive pairs extracted from `text` and `text_b` columns in the ultrabalanced version of the [PatentMatch dataset](https://hpi.de/naumann/projects/web-science/paar-patent-analysis-and-retrieval/patentmatch.html)
+
+<!-- Provide the basic links for the dataset. -->
+
+- **Repository:** https://hpi.de/naumann/projects/web-science/paar-patent-analysis-and-retrieval/patentmatch.html
+- **Paper [optional]:** https://arxiv.org/abs/2012.13919
+
+## Uses
+<!-- Address questions around how the dataset is intended to be used. -->
+
+For fine tuning embedding models.