Statistical grammar induction shows the GROWING (bottom-up) maturational account of syntactic category acquisition significantly outperforms the INWARD account across three metrics under identical input and learning conditions.
Gdaniec and Ralph Grishman and Philip Harrison and Donald Hindle and Robert Ingria and Mitch Marcus and Beatrice Santorini and Tomek Strzalkowski , title =
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A Computational Operationalisation of Competing Maturational Theories of Syntactic Development via Statistical Grammar Induction
Statistical grammar induction shows the GROWING (bottom-up) maturational account of syntactic category acquisition significantly outperforms the INWARD account across three metrics under identical input and learning conditions.