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# scientific_lay_summarisation - PLOS - normalized
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This dataset contains scientific lay summaries which have been preprocessed
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## Data Cleaning
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The text in both the "article" and "summary" columns was processed to ensure that punctuation and whitespace were consistent. The `fix_punct_whitespace` function was applied to each text sample to:
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# scientific_lay_summarisation - PLOS - normalized
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This dataset contains scientific lay summaries which have been preprocessed [with this code](https://gist.github.com/pszemraj/bd344637af7c0c10ecf4ab62c4d0ce91). The preprocessing includes fixing punctuation and whitespace issues, and calculating the token length of each text sample using a tokenizer from the T5 model.
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## Data Cleaning
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The text in both the "article" and "summary" columns was processed to ensure that punctuation and whitespace were consistent. The `fix_punct_whitespace` function was applied to each text sample to:
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