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main.py
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from sentence_transformers import SentenceTransformer, util
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model = SentenceTransformer('all-MiniLM-L6-v2')
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# Single list of sentences - Possible tens of thousands of sentences
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sentences = ['The cat sits outside',
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'A man is playing guitar',
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'I love pasta',
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'The new movie is awesome',
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'The cat plays in the garden',
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'A woman watches TV',
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'The new movie is so great',
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'Do you like pizza?']
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paraphrases = util.paraphrase_mining(model, sentences)
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for paraphrase in paraphrases[0:10]:
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score, i, j = paraphrase
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print("{} \t\t {} \t\t Score: {:.4f}".format(sentences[i], sentences[j], score))
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