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  Danish Dynaword seeks to remedy this issue by ...
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  ## What is a Dynaword
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  A dynaword is a continously developed dataset resource intended a variety of downstream use-cases within natural language processing. Dynaword does intend to replace existing large scale releases such as fine-web [@fineweb], OSCAR [@OSCAR], or HLPT [@hplt], but rather
 
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  Danish Dynaword seeks to remedy this issue by ...
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+ Comparable released datasets such as the public datasets by Pleaias (Danish_PD) which consist of >300M words initally seems
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+ impressive, but examining the Danish subsection we see that it contains an extensive degree of OCR errors if we apply a simple heuristic alpha ratio filter [cite-gopher] we see that more than 50% of the texts are included.
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+ the ratio of words which include only alphabetic characters, we see that 71%
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+ it 71% of the dataset
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+ https://huggingface.co/datasets/danish-foundation-models/danish-dynaword/discussions/38
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  ## What is a Dynaword
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  A dynaword is a continously developed dataset resource intended a variety of downstream use-cases within natural language processing. Dynaword does intend to replace existing large scale releases such as fine-web [@fineweb], OSCAR [@OSCAR], or HLPT [@hplt], but rather