Accuracy on the development set is used to select the number of times we pass through all Given the above framework, we require training derivations D, feature vectors F , and a decoder to carry out the argmax over all d reachable from a particular source word.
the + perceptron line shows that setting the three weights with perceptron training results in a huge boost in accuracy, nearly matching our indicator system.