Detecting non-compositionality, on the other hand, can be somewhat more complicated: while non-compositional expressions such as think tank are being correctly classified, other MWEs such as carnival crowd and background target are simply not frequent enough in the corpus.
as the distributional vectors were built based on limited occurrence contexts, the compositionality predictions are not reliable.