Update README.md

README.md

@@ -1,11 +1,19 @@
 ---
-title: Rolaser Demo
+title: RoLASER Demo
 emoji: 📈
 colorFrom: pink
 colorTo: gray
 sdk: docker
 pinned: false
 license: bsd-3-clause
+short_description: Pairwise Cosine Distance Calculator
+app_port: 7860
+python_version: 3.9.18
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Pairwise Cosine Distance Calculator
+
+This demo app computes sentence embeddings of sentence pairs using the LASER encoder and its robust students RoLASER and c-RoLASER. 
+The pairwise cosine distances between the sentences are then computed displayed. 
+
+From the paper [Making Sentence Embeddings Robust to User-Generated Content (Nishimwe et al., 2024)](https://arxiv.org/abs/2403.17220).