There is some more recent work on using structured classification approaches to transduce sentences to logical forms (Papineni, Roukos, and Ward 1997;Thompson and Mooney 2003;Zettlemoyer and Collins 2005).
it is not clear how to extend these approaches to apply to lattice input-an important requirement for multimodal processing.