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{ "pk": 31694, "title": "Learnability and Markedness: Dutch Stress Assignment", "subtitle": null, "abstract": "This paper investigates the computational\ngrounding of learning theories developed\nwithin a metrical phonology approach to\nstress assignment. In current research\nthe Principles and Parameters approach\nto learning stress is pervasive. W e point\nout some inherent problems associated with\nthis approach in leaxning the stress sys-\ntem of Dutch. T h e paper focuses on two\nspecific aspects of the learning task: w e\nempirically investigate the eflFect of input\nencodings on learnability, and w e exam-\nine the possibility of a data-oriented ap-\nproach as an alternative to the Principles\nand Parameters approach. W e show that\na data-oriented similarity-based machine\nlearning technique (Instance-Based Learn-\ning), working on phonemic input encodings\nis able to learn metrical phonology abstrac-\ntions based on concepts like syllable weight,\nand that in addition, it is able to extract\ngeneralizations which cannot be expressed\nwithin a metrical framework.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Submitted Presentations", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/9ks6z67z", "frozenauthors": [ { "first_name": "Steven", "middle_name": "", "last_name": "Gillis", "name_suffix": "", "institution": "University of Antwerp", "department": "" }, { "first_name": "Walter", "middle_name": "", "last_name": "Daeleman", "name_suffix": "", "institution": "Tilburg University", "department": "" }, { "first_name": "Gert", "middle_name": "", "last_name": "Durie", "name_suffix": "", "institution": "University of Antwerp", "department": "" }, { "first_name": "Antal", "middle_name": "", "last_name": "van den Bosch", "name_suffix": "", "institution": "Tilburg University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1993-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/31694/galley/22762/download/" } ] }