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Excuse if this has been answered before.
I need to extract features and parse from a piece of text and run some analysis. For e.g. "Plot the past 5-year sales of Apple" should give me the following
Information:
What deep learning techniques / algorithms should I be looking to use?
Any pointers are highly appreciated.
This is usually handled as a two step process:
Intent detection is basically just a kind of classification. So if your program has multiple kinds of questions it can be asked you build a list of examples for each and train a classifier.
Slot filling is typically modelled as a sequence labelling problem, so you can look into seq2seq.
You can find more detailed information in any tutorial on how to make a chatbot.
