For Feature2Vec, we Kingfisher has wings does fly has a beak has feathers is a bird does eat has a tail does swim has legs does lay eggs Avocado is eaten edible is tasty does grow is green is healthy is used in cooking has skin peel is red is food is a vegetable Door made of metal has a door doors is useful has a handle handles made of wood made of plastic is heavy is furniture does contain hold is found in kitchens Dragon is big large is an animal has a tail does eat is dangerous has legs has claws is grey is small does fly Table 3: Top 10 predictions from CSLB-trained Feature2Vec model.
this comes at the cost of interpretable, human-like information about word meaning.