Update README.md

README.md

@@ -8,10 +8,14 @@ language:
 - en
 pipeline_tag: text-classification
 ---
-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 output classes based on the text are as follows:
+This model is a fine-tuned version of SciBERT, specifically designed for context classification in scientific journals. 
+Its primary function is to categorize the intentions of scientific texts based on the topic they describe.
+The model assigns them to one of three classes: Background, Result, or Method. 
+The Background class is used when the text provides relevant background information, such as theoretical concepts or previous 
+research findings. The Result class is assigned to texts that describe the study's findings, including experimental data,
+statistical analysis, or conclusions. 
+Finally, the Method class is used for texts that explain the methodology or approach employed in the research.
+The classes of the model output is defined below:
 </br>
 <ul>
 <li>Text describing related work, introduction and uses are classified as <b>background</b></li>