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@@ -92,7 +92,7 @@ All corpora were collected from [Opus](https://opus.nlpl.eu/).
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  All datasets are deduplicated and filtered to remove any sentence pairs with a cosine similarity of less than 0.75.
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  This is done using sentence embeddings calculated using [LaBSE](https://huggingface.co/sentence-transformers/LaBSE).
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- The filtered datasets are then concatenated to form a final corpus of **9.482.927** parallel sentences and before training the punctuation is normalized using a modified version of the join-single-file.py script from [SoftCatalà](https://github.com/Softcatala/nmt-models/blob/master/data-processing-tools/join-single-file.py).
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  ### Personal and Sensitive Information
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  All datasets are deduplicated and filtered to remove any sentence pairs with a cosine similarity of less than 0.75.
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  This is done using sentence embeddings calculated using [LaBSE](https://huggingface.co/sentence-transformers/LaBSE).
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+ The filtered datasets are then concatenated to form a final corpus of **9.482.927** parallel sentences.
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  ### Personal and Sensitive Information
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