They often are pregrouped as words-with-spaces in many parsing architectures (Sag et al., 2002).
we did not use gold tokenization, unrealistic for ambiguous MWEs (Nivre and Nilsson, 2004 Table 7: MORPH link prediction for de+DET constructions: precision of global majority baseline, precision of individual per-construction baseline, precision of Green et al.