Update README.md

README.md

@@ -1,3 +1,20 @@
 ---
 license: mit
 ---
+
+In-BoXBART
+=============
+
+An instruction-based unified model for performing various biomedical tasks.
+
+You may want to check out 
+* Our paper (NAACL 2022 Findings): [In-BoXBART: Get Instructions into Biomedical Multi-Task Learning](https://arxiv.org/abs/2204.07600)
+* GitHub: [Click Here](https://github.com/Mihir3009/In-BoXBART)
+
+This work explores the impact of instructional prompts on biomedical Multi-Task Learning. We introduce the BoX, a collection of 32 instruction tasks for Biomedical NLP across (X) various categories. Using this meta-dataset, we propose a unified model termed In-BoXBART, that can jointly learn all tasks of the BoX without any task-specific modules. To the best of our knowledge, this is the first attempt to
+propose a unified model in the biomedical domain and use instructions to achieve generalization across several biomedical tasks.
+
+How to Use
+=============
+
+You can very easily load the models with Transformers, instead of downloading them manually.