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README.md

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 # MalayalamSBERT-STS
 
-This is a [sentence-transformers](https://www.SBERT.net) model: It maps sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search.
+This is a MalayalamSBERT model (l3cube-pune/malayalam-sentence-bert-nli) fine-tuned on the STS dataset. <br>
+Released as a part of project MahaNLP : https://github.com/l3cube-pune/MarathiNLP <br>
+
+More details on the dataset, models, and baseline results can be found in our [paper] (https://arxiv.org/abs/2211.11187) 
 
 ```
 @article{joshi2022l3cubemahasbert,