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Create example notebook with English Web Treebank data set #193

@frreiss

Description

@frreiss

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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