However, it is also challenging for RCQA to identify answer in arbitrary position in the passage with arbitrary length, especially for nonfactoid answers which might be clauses or sentences. As a result, apart from a few exceptions<cite> (Rajpurkar et al. 2016</cite>; Wang and Jiang 2016) , this research direction has not been fully explored yet.