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{
    "pk": 30123,
    "title": "Simulating length and frequency effects across multiple tasks with the Bayesianmodel BRAID-Phon",
    "subtitle": null,
    "abstract": "In visual word processing modeling, few models have success-fully accounted for a large variety of tasks, and large corpora ofbehavioral observations. We consider a dataset from a megas-tudy, in which participants performed three tasks (lexical de-cision, word naming, and word recognition in a progressivedemasking situation), on the same, large set of stimuli. Wedefine the BRAID-Phon model, an extension of a previousprobabilistic model, the BRAID model, whose originality isits visuo-attentional component, in which a visuo-attentionaldistribution spatially deploys sensory processing capabilities.BRAID-Phon includes phonological representations of words,allowing simulating the naming task. We simulated the threetasks on the dataset we considered, and analyzed predicted re-action times in terms of word frequency and word length ef-fects. Simulation results show that BRAID-Phon successfullycaptures the direction and order of magnitude of the observedeffects, in all three tasks.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "Visual word processing; computational modeling;reading aloud; lexical decision; megastudy simulation"
        }
    ],
    "section": "Poster Session 3",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/87k2h62g",
    "frozenauthors": [
        {
            "first_name": "Ali",
            "middle_name": "",
            "last_name": "Saghiran",
            "name_suffix": "",
            "institution": "Univ. Grenoble Alpes",
            "department": ""
        },
        {
            "first_name": "Sylviane",
            "middle_name": "",
            "last_name": "Valdois",
            "name_suffix": "",
            "institution": "Univ. Grenoble Alpes",
            "department": ""
        },
        {
            "first_name": "Julien",
            "middle_name": "",
            "last_name": "Diard",
            "name_suffix": "",
            "institution": "Univ. Grenoble Alpes",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2020-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/30123/galley/19977/download/"
        }
    ]
}