Tag Case Insensitive POS (Part of Speech) for SyntaxNet

I tried a Parsey McParsefacepre-prepared POS tag code that comes with the syntax network and performs well tagging sentences that have the appropriate capitalization.

I would like to mark the offer, all lowercase , for example i grew up in toronto, and then analyze it to identify named entities such as a city, in this case toronto.

I have a couple of questions:

  • Is there a pre-prepared case-insensitive POS tag for SyntaxNet that I can use?
  • How do I get trained on my own case-insensitive POS tag for SyntaxNet?
  • Does the SyntaxNet syntax tester need a significant amount of CPU / GPU training, or can it be done on regular servers that I could rent on Amazon or similar services?
  • Is the dataset used by Google for training Parsey McParsefacefor public use?
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Source: https://habr.com/ru/post/1649718/


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