Chapter 7 questions

how can I modify preprocessing functions (both train and validation) and compute_metrics function for squad v2 ? I am having some difficulties in implementing them because of unanswerable questions. Also, received “KeyError: no_answer_probabiliy” in evaluation…how can I handle that, what should I do ?