Dataset Splits Dima (2016) showed that a classifier based only on v w 1 and v w 2 performs on par with compound representations, and that the success comes from lexical memorization (Levy et al., 2015): memorizing the majority label of single words in particular slots of the compound (e.g.
the model was only tested on a small dataset and performed similarly to previous methods.