Proposes an alternative account of the child's learning of nouns and adjectives that relies on properties of the semantic categories to be learned and of the word-learning task itself. In five experiments, a simple connectionist network was trained to label input objects in particular contexts; the network learned categories resembling nouns…

Offers additional means of evaluating parent speech by examining frequencies of individual nouns, verbs, and descriptors, and examining the learning task presented to children. Study one examines transcripts from the CHILDES database of English-speaking parents' speech to children at five developmental levels; study two examines 50 transcripts of…