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- **OCRonos** is a series of specialized language models trained by PleIAs for the correction of badly digitized texts.
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  OCROnos models are versatile tools supporting the correction of OCR errors, wrong word cut/merge and overall broken text structures. The training data includes a highly diverse set of ocrized texts in multiple languages from PleIAs open pre-training corpus, drawn from cultural heritage sources (Common Corpus) and financial and administrative documents in open data (Finance Commons).
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+ **OCRonos** is a series of specialized language models trained by PleIAs for the correction of badly digitized texts, as part of the **Bad Data Toolbox**.
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  OCROnos models are versatile tools supporting the correction of OCR errors, wrong word cut/merge and overall broken text structures. The training data includes a highly diverse set of ocrized texts in multiple languages from PleIAs open pre-training corpus, drawn from cultural heritage sources (Common Corpus) and financial and administrative documents in open data (Finance Commons).
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