Since the performance of PA is lower than that of English CR, there might be a more significant gap between training and testing.
scheduled sampling (Bengio et al., 2015) is adopted to bridge the gap: in training, the oracle entity assignment is used with probability ϵ t (at the t-th iteration) and the system output otherwise.