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Just wanted to post an update on this thread. Yesterday i was in need of a natural language api for something i'm working on. Unfortunately much of the resource in this thread pointing to the Microsoft offering is no longer available, deprecated by microsoft and the linguistics api also seems to be on the chopping board.
If anyone is looking for a quick hookup to a natural language resource, The Google Cloud Natural language api is a doodle to use with the download tool and oath authorisation connectors and had it up and running in 30 minutes.