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Quick semantic search using Siamese-BERT encodings

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If I have to retrain the model on my language specific task, how can I do it? It is is obviously in English but Physics, Chem, Bio etc. I am...

Is this code incomplete or it's raising an error in the code telling scipy is not defined

This is a very basic change. Implemented this just to close the issue.