DSTRead (Gao et al., 2019) formulate the dialogue state tracking task as a reading comprehension problem by asking slot specified questions to the BERT model and find the answer span in the dialogue history for each of the pre-defined combined slot.
then for each s in S, the third CMRD generates the value sequence V d,s based on the corresponding h s,d .