More generally, both models that learn specialized vocabularies do not get worse F-scores with increasing data (Figure 1).
they seem to fix a well-known problem of previous models like "colloc-syll" (our baseline), that "overlearn" by over-segmenting frequent morphemes as single words (Börschinger et al., 2012).