Nevertheless, a more effective way is to make use of the domain-specific seed samples and the pool of the rest sentence pairs in the heterogeneous data.
6 we train the model on each of the samples, assign-ing the derived probabilities as the initialization for their corresponding domain-conditioned alignment parameters.