Update README.md

README.md

@@ -2,4 +2,18 @@
 license: eupl-1.1
 ---
 
-EUBERT MLM finetuned as cross-encoder via the sentence-transformers training set : https://sbert.net/datasets/AllNLI.tsv.gz
+# EUBERT Cross-Encoder
+
+EUBERT MLM finetuned as cross-encoder via the sentence-transformers training set: https://sbert.net/datasets/AllNLI.tsv.gz
+
+```python
+from sentence_transformers import CrossEncoder
+model = CrossEncoder('EuropeanParliament/eubert_cross-encoder_v1', max_length=512)
+scores = model.predict([('Query', 'Paragraph1'), ('Query', 'Paragraph2') , ('Query', 'Paragraph3')])
+```
+
+# Author:
+
+- Sébastien Campion [email protected]
+  
+