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Parts of speech cleaning #60

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jpcompartir opened this issue Nov 20, 2023 · 2 comments
Open

Parts of speech cleaning #60

jpcompartir opened this issue Nov 20, 2023 · 2 comments

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@jpcompartir
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Add to LimpiaR to form part of pre-processing - plus dances nicer with the dependencies as LimpiaR is v lightweight still
@jpcompartir
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Heavily using {udpipe}

First wave:

  • load model
  • annotate data frame in pipe-able way
  • re-create sentences/documents from tokens/lemma etc.
  • parallel processing via udpipe built in
  • progress updates via udpipe built in

Second wave:

  • integration with other company packages
  • visualisations using output (probably sit in a different package for deps.)
  • abstractions for the most common steps e.g. swap only verbs for their lemma and repair sentence/document + join back to original data
  • noun-phrase extraction + 'consolidation' e.g. similar to spacyr

@jpcompartir
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Underway in #63

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@jpcompartir