While linguistic information overall effectively reflects the meaning of all concept types, we show that features encoding syntactic patterns are only valuable for the acquisition of abstract concepts.
in future work we aim to extend our experiments to concept types such as adjectives and adverbs, and to develop models that further improve the propagation and combination of extra-linguistic input.