Literature / fiction / novels: what are the possibilities?

Suppose I want to use the Harry Potter series as a training data set, what kind of models can accomplish what kind of tasks? Specifically, would any of the following tasks be possible?

  • Question answering: the model will answer questions like “which house was Harry in?”
  • Text generation: the model will generate snippets of text that look like they came from Harry Potter novels.
  • Text comparison: if I also train the model on Lord of the Rings, can it help me understand some similarities and differences between these texts?
  • Other interesting tasks?

I’d really appreciate it if anyone could point me towards some resources on using deep learning in literature / fiction. Thank you! :slight_smile:

Is it possible ? I think it’s a difficult task to do. How will you train the data set that’s a question. Lets suppose you have a read light novels data how will we train them ?