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- The hr500k training corpus contains about 500,000 tokens manually annotated on the levels of
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- tokenisation, sentence segmentation, morphosyntactic tagging, lemmatisation and named entities.
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  On the sentence level, the dataset contains 20159 training samples, 1963 validation samples and 2672 test samples
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  across the respective data splits. Each sample represents a sentence and includes the following features:
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- sentence ID ('sent_id'), sentence text ('text'), list of tokens ('tokens'), list of lemmas ('lemmas'),
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- list of Multext-East tags ('xpos_tags), list of UPOS tags ('upos_tags'),
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- list of morphological features ('feats'), and list of IOB tags ('iob_tags'). The 'upos_tags' and 'iob_tags' features
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  are encoded as class labels.
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+ The hr500k training corpus contains about 500,000 tokens manually annotated on the levels of tokenisation, sentence segmentation, morphosyntactic tagging, lemmatisation and named entities.
 
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  On the sentence level, the dataset contains 20159 training samples, 1963 validation samples and 2672 test samples
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  across the respective data splits. Each sample represents a sentence and includes the following features:
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+ sentence ID ('sent_/id'), sentence text ('text'), list of tokens ('tokens'), list of lemmas ('lemmas'), list of Multext-East tags ('xpos_tags), list of UPOS tags ('upos_tags'), list of morphological features ('feats'), and list of IOB tags ('iob_tags'). The 'upos_tags' and 'iob_tags' features
 
 
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  are encoded as class labels.