Update README.md

README.md

@@ -85,7 +85,9 @@ print(predicted_domains)
 # Evaluation Benchmarks
 
 Evaluation Metric: PR-AUC
+
 PR-AUC score on evaluation set with 105k samples - 0.9873 
+
 PR-AUC score for each domain:
 | Domain                   | PR-AUC |
 |--------------------------|--------|
@@ -118,8 +120,8 @@ PR-AUC score for each domain:
 | Mean                     | 0.9873 |
 
 # References
-https://arxiv.org/abs/2111.09543
-https://github.com/microsoft/DeBERTa
+- https://arxiv.org/abs/2111.09543
+- https://github.com/microsoft/DeBERTa
 # License
 License to use this model is covered by the Apache 2.0. By downloading the public and release version of the model, you accept the terms and conditions of the Apache License 2.0.
 This repository contains the code for the domain classifier model.