Update README.md

README.md

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 ---
 license: apache-2.0
+language: en
+tags:
+- sentence similarity
+- semantic search
+widget:
+- text:
+  - I like batman
+  - I watch super hero movies
+pipeline_tag: sentence-similarity
 ---
+
+# Dataset Collection:
+* The news dataset is collected from Kaggle.
+* The dataset has news title ,news content and the label(the label shows the cosine similarity between news title and news content).
+* Different strategies have been followed during the data gathering phase.
+
+# sentence transformer is fine-tuned for semantic search and sentence similarity
+* The model is fine-tuned on the dataset.
+* This model can be used for semantic search,sentence similarity,recommendation system.
+* This model can be used for the inference purpose as well.
+
+# Data Fields:
+ 
+**label**: cosine similarity between news title and news content
+**news title**: The title of the news
+**news content**:The content of the news
+
+# Application:
+* This model is useful for the semantic search,sentence similarity,recommendation system.
+* You can fine-tune this model for your particular use cases.