Update README.md

README.md

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 library_name: keras
+tags:
+ - sentence-similarity
 ---
 
 ## Model description
 
-More information needed
+This repo contains the model and the notebook for fine-tuning BERT model on SNLI Corpus for Semantic Similarity. [Semantic Similarity with BERT](https://keras.io/examples/nlp/semantic_similarity_with_bert/).
 
-## Intended uses & limitations
+Full credits go to [Mohamad Merchant](https://twitter.com/mohmadmerchant1)
 
-More information needed
+Reproduced by [Vu Minh Chien](https://www.linkedin.com/in/vumichien/)
+
+Motivation: Semantic Similarity determines how similar two sentences are, in terms of what they mean.  The fine-tuned BERT model takes two sentences as inputs and outputs a similarity score for these two sentences.
 
 ## Training and evaluation data
 
-More information needed
+This example demonstrates the use of SNLI (Stanford Natural Language Inference) Corpus to predict semantic sentence similarity with Transformers.
 
 ## Training procedure