To control the balance among different modes, we introduce a 3dimensional switch probability: The final probability distribution is calculated via a weighted sum of the three mode probability distributions: Another main issue of NQG is that the generated question copies the context words that are distant from and irrelevant to the answer, instead of the words that are close and relevant to the answer.
attention is distracted by irrelevant words far away from the answer.