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Re:Announcing SyntaxNet: The World’s Most Accurate Natural L... by weinzierl on Thursday May 12, 2016 @04:31PM (#11686539)
Thanks (also to charlieegan3) this explains the difference nicely.

Actually I found an educational 500 lines python parser from the same author as well [1]. It claims an accuracy of 92.7 for the WSJ corpus.

[1] https://spacy.io/blog/parsing-english-in-python

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