The templates in Table 5 handle the major cases of missing words seen in our data and are more efficient than the approach taken by (Zettlemoyer and Collins, 2007) who introduced complex type shifting rules and relaxed the grammar to allow every word order.
our work is unique in studying the use of related ideas for semantic parsing.