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I would like to quickly filter text data into question and non-questions. Using the presence of question mark in the text is too crude. Are there any existing models I can use to aid me with my task?

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There are multiple threads on Stack Overflow talking about this. Couple of examples can be found below:

You can also take a look at Natty. It's a bot on Stack Overflow, which reviews answers to old questions. You can see how effective it is in terms of detecting questions (every bot needs training, and Natty has been trained for quite a while). However it is written in Java, it may give you some ideas. Like detecting keywords alongside checking for presence of question mark.

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