Update README.md

README.md

@@ -23,4 +23,30 @@ Domain Specific BERT model for Text Mining in Energy & Material Field
 <!-- Provide the basic links for the model. -->
 
 - **Repository:** [Github](https://github.com/MasterAI-EAM/EnergyBERT)
-- **Paper:**
+- **Paper:** [Under Prepreation]
+
+# Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+## Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+Text Mining in Energy & Material Fields
+
+## Downstream Use 
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+The EnergyBERT model can be expanded way beyond just text classification. It can be fine-tuned to perform various other downstream NLP tasks in the domain of Energy & Material
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+```python
+from transformers import pipeline
+unmasker = pipeline('fill-mask', model='EnergyBERT')
+unmasker("Hello I'm a <mask> model.")
+```