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{ "pk": 29315, "title": "Abstract Syntactic Knowledge or Limited-Scope Formulae: A ComputationalStudy of Childrens Early Utterances", "subtitle": null, "abstract": "Do childrens early utterances reflect abstract syntactic knowledge or slot-filler formulae developed through word imita-tion? This study compares development of part-of-speech (POS) sequences with word sequences using language models(LMs) trained on mothers utterances (N=1,272,139) from CHILDES English corpora, in which POS tags are automaticallyassigned by MOR and POST programs (MacWhinney, 2000). Word-based and POS-based LM probabilities for childrensmulti-word utterances in the Providence corpus (Brschinger et al., 2013, 15-36 months, Nchildren=6, Nutterances=50,717)were calculated as a function of age. Word-based LM probability of childrens multi-word utterances first increases withage and then levels off after 23 months. By contrast, POS-based probability remains high and stable across all ages. Thissuggests children have adult-like syntactic knowledge even at a very early age when their word sequences are still notadult-like. The pattern of results supports the abstract syntax view. Additional studies will use more accurate POS-taggersand larger datasets.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Member Abstracts", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/47m6q115", "frozenauthors": [ { "first_name": "Qihui", "middle_name": "", "last_name": "Xu", "name_suffix": "", "institution": "City University of New York", "department": "" }, { "first_name": "Martin", "middle_name": "", "last_name": "Chodorow", "name_suffix": "", "institution": "City University of New York", "department": "" }, { "first_name": "Virginia", "middle_name": "", "last_name": "Valian", "name_suffix": "", "institution": "City University of New York", "department": "" }, { "first_name": "Xiaomeng", "middle_name": "", "last_name": "Ma", "name_suffix": "", "institution": "City University of New York", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2019-01-01T10:00:00-08:00", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/29315/galley/19186/download/" } ] }