1 First, we use existing approaches to MWE extraction to automatically generate training material.
we use our earlier work (Tsvetkov and Wintner 2012) to extract a set of positive and negative MWE candidates from a small parallel corpus, and use them for training a BN that can then extract a new set of MWEs from a potentially much larger monolingual corpus.