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@@ -20,9 +20,9 @@ The ParaDetox Dataset collection was done via [Yandex.Toloka](https://toloka.yan
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  All these steps were done to ensure high quality of the data and make the process of collection automated. For more details please refer to the original paper.
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  ## ParaDetox Dataset
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- As a result, we get paraphrases for 11,939 toxic sentences (on average 1.66 paraphrases per sentence), 19,766 paraphrases total. The whole dataset can be found [here](https://github.com/skoltech-nlp/paradetox/blob/main/paradetox/paradetox.tsv). The examples of samples from ParaDetox Dataset:
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- In addition to all ParaDetox dataset, we also make public [samples](https://github.com/skoltech-nlp/paradetox/blob/main/paradetox/paradetox_cannot_rewrite.tsv) that were marked by annotators as "cannot rewrite" in *Task 1* of crowdsource pipeline.
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  # Detoxification evaluation
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  All these steps were done to ensure high quality of the data and make the process of collection automated. For more details please refer to the original paper.
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  ## ParaDetox Dataset
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+ As a result, we get paraphrases for 11,939 toxic sentences (on average 1.66 paraphrases per sentence), 19,766 paraphrases total.
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+ In addition to all ParaDetox dataset, we also make public [samples](https://huggingface.co/datasets/s-nlp/en_non_detoxified) that were marked by annotators as "cannot rewrite" in *Task 1* of crowdsource pipeline.
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  # Detoxification evaluation
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