Thus, our main insight in modelling semantic forms and their interaction patterns in NL is grounded on the idea: the subsurface form space demonstrates the query intent (expresses semantics) better than superficial (lower) query syntactical features, which might vary depending on diverse query construction.
the higher is the level of abstraction for labelling, the more robust the extraction should become.