You may find some of my recent Quora answers around Question Generation helpful:
- Can computers make questions
- How do I generate questions from corpus or comprehensions using NLP concepts
- If we have a sentence or paragraph, how can we generate all possible questions so that the answer and questions are available in the text
- What is the current status of systems which can answer questions framed from a given text article