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The link you've provided doesn't seem to mention MeCab which is one of the most developed Japanese language parsers. It's what jisho.org uses, as documented on their about us page.
I have built a prototype application for helping me learn japanese which does the following using kakasi.
Thank you! I have also been looking at Toiro which is not a NLP but a comparison tool, and it includes MeCab. You can use it to install all Japanese language parsers (that it knows about) and then run tests on your data set. Right now I'm running each one on the game script I have and see which one is best.