Automaton Theories of Human Sentence Comprehension

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By relating grammar to cognitive architecture, the author shows how incremental parsing works in models of perceptual processing and how specific learning rules might lead to frequency-sensitive preferences. He also reconsiders garden-pathing, the parallel/serial distinction, and information - theoretical complexity metrics, such as surprisal.