fyaronskiy
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README.md
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The dataset is obtained by filtering [dataset of russian paraphrases by David Dale](https://huggingface.co/datasets/cointegrated/ru-paraphrase-NMT-Leipzig) with automatic metrics.
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The data structure is saved.
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Have been deleted:
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- Paraphrases that have cosine
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- Paraphrases that are 2.5 times longer than source sentences. (Most of them are looped errors of back translation)
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- Paraphrases that are similar in spelling to the original texts. Paraphrases that have ChrF++ similarity > 0.6 and consist of 15 or more tokens have been deleted.
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The dataset is obtained by filtering [dataset of russian paraphrases by David Dale](https://huggingface.co/datasets/cointegrated/ru-paraphrase-NMT-Leipzig) with automatic metrics.
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The data structure is saved.
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Have been deleted:
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+
- Paraphrases that have cosine LABSE similarity with source sentences < 0.75.
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- Paraphrases that are 2.5 times longer than source sentences. (Most of them are looped errors of back translation)
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- Paraphrases that are similar in spelling to the original texts. Paraphrases that have ChrF++ similarity > 0.6 and consist of 15 or more tokens have been deleted.
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