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Create example notebook with English Web Treebank data set #193

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frreiss opened this issue May 26, 2021 · 1 comment
Closed

Create example notebook with English Web Treebank data set #193

frreiss opened this issue May 26, 2021 · 1 comment

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@frreiss
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frreiss commented May 26, 2021

Create an example notebook that shows analyzing the EWT data set

Major steps:

  • Download the data set from https://github.com/UniversalDependencies/UD_English-EWT
  • Read the dataset into DataFrames
  • Write entire data set to a Feather file and read back in
  • Display a parse tree
  • Retokenize with a BERT subword tokenizer
  • Show reconstructing a sentence's span using group by and aggregation
  • Run document text through the Stanza EWT dependency parser (https://stanfordnlp.github.io/stanza/available_models.html) and compare the outputs against the gold standard. Or alternately use SpaCy's parser, with the caveat that it's trained on OntoNotes which has a slightly different schema.
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frreiss commented Jun 15, 2021

Closed by #198

@frreiss frreiss closed this as completed Jun 15, 2021
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