Row "For" shows the conditions for template instantiation, where "s" indicates that the corresponding template is instantiated when the current character starts a new word, and "a" indicates that the corresponding template is instantiated when the current character does not start a new word.
we show that effective decoding can be achieved with standard beam-search, which gives significant speed improvements compared to the decoding algorithm of Z&C08, and achieves accuracies that are competitive with the state-of-the-art.