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{ "pk": 27221, "title": "A Hebbian account of entrenchment and (over)-extension in language learning", "subtitle": null, "abstract": "In production, frequently used words are preferentially\nextended to new, though related meanings. In comprehension,\nfrequent exposure to a word instead makes the learner\nconfident that all of the word’s legitimate uses have been\nexperienced, resulting in an entrenched form-meaning\nmapping between the word and its experienced meaning(s).\nThis results in a perception-production dissociation, where the\nforms speakers are most likely to map onto a novel meaning\nare precisely the forms that they believe can never be used\nthat way. At first glance, this result challenges the idea of\nbidirectional form-meaning mappings, assumed by all current\napproaches to linguistic theory. In this paper, we show that\nbidirectional form-meaning mappings are not in fact\nchallenged by this production-perception dissociation. We\nshow that the production-perception dissociation is expected\neven if learners of the lexicon acquire simple symmetrical\nform-meaning associations through simple Hebbian learning.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "Hebbian learning; word learning; mental lexicon" } ], "section": "Posters: Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/1854n0jh", "frozenauthors": [ { "first_name": "Vsevolod", "middle_name": "", "last_name": "Kapatsinski", "name_suffix": "", "institution": "University of Oregon", "department": "" }, { "first_name": "Zara", "middle_name": "", "last_name": "Harmon", "name_suffix": "", "institution": "University of Oregon", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2017-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/27221/galley/16857/download/" } ] }