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I have tried, Parsey McParseface, the pre-trained POS tagger that comes with Syntax Net and it does a good job at tagging sentences that have proper capitalization.
I would like to tag sentences that are all lower case, e.g. i grew up in toronto.
I have a couple of questions:
Is there a pre-trained case insensitive POS tagger I can use?
How should I go about training my own case insensitive POS tagger?
Does training the SyntaxNet POS tagger need substantial amount of CPU/GPU power or it can be done on regular servers I could rent on Amazon or similar services?
Is the data-set that google used to train Parsey McParseface available for public use?