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{ "pk": 25656, "title": "Modeling idiosyncratic preferences: How generative knowledge and expression\nfrequency jointly determine language structure", "subtitle": null, "abstract": "Most models of choice in language focus on broadly applicable\ngenerative knowledge, treating item-specific variation as\nnoise. Focusing on word order preferences in binomial expressions\n(e.g. bread and butter), we find meaning in the\nitem-specific variation: more frequent expressions have more\npolarized (i.e. frozen) preferences. Of many models considered,\nonly one that takes expression frequency into account can\npredict the language-wide distribution of preference strengths\nseen in corpus data. Our results support a gradient trade-off in\nlanguage processing between generative knowledge and itemspecific\nknowledge as a function of frequency", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "Bayesian modeling; binomial expression; frequency;\nword order" } ], "section": "Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/7rm1r6jh", "frozenauthors": [ { "first_name": "Emily", "middle_name": "", "last_name": "Morgan", "name_suffix": "", "institution": "UCSD", "department": "" }, { "first_name": "Roger", "middle_name": "", "last_name": "Levy", "name_suffix": "", "institution": "UCSD", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2015-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/25656/galley/15280/download/" } ] }