Update README.md

README.md

@@ -8,8 +8,13 @@ language:
 - en
 pipeline_tag: text-classification
 ---
-This model classifies intentions of the scientific text, i.e text from scientific journals based on their context.
+This model is finetuned SciBERT model for context classification in scientific journals.
+The model classifies intentions of the scientific text, based on the topic of their description.
 It categorizes if the context explains the background, result or method of the paper.
-The classes are: background, method and result.
+The output classes based on the text are as follows:
+</br>
+Text describing related work, introduction and uses are classified as <b>background</b>
+Methods and implementation details are classified as <b>method</b>
+Results and analysis are classified as <b>result</b>
 
 For finetuning, I have used dataset from Cohan et al. https://aclanthology.org/N19-1361.pdf