I've been working on text -> intent -> command execution for a particular application and while I've found many papers and code that work well for intent classification (1, 2, etc.), they stop there. For example, given a standard music intent "Play some music by U2" such classifiers return me an intent class
play_music. But the information about the artist, track requested aren't part of it. Everytime I search for papers on text -> intent, I end up with classifiers instead of any deep learning models that can not only classify, but maybe give me an importance vector to extract the key parameters from my intents to pass onto the intent class.
Does anyone know of any papers or implementations like this?
Note: I'm not looking to make a voice assistant but a text->command execution engine for a very specific purpose.