verbs and nouns) can indeed help word learning in a more naturalistic incremental setting.
the model of Alishahi and Fazly (2010) integrates manually annotated part-ofspeech tags into an incremental word learning algorithm, and shows that these tags boost the over-all word learning performance, especially for infrequent words.