To make quality vectors, we regard that the probability of the target word y j involves the quality information about whether the target word y j in target sentence is properly translated from source sentence.
feature selection is to select the best features by using selection algorithms, such as Gaussian processes (Shah et al., 2015) and heuristic (González-Rubio et al., 2013), among already extracted features.