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{
    "pk": 31785,
    "title": "A Connectionist Model of Speech Act Prediction",
    "subtitle": null,
    "abstract": "We developed a connectionist architecture that accounts\nfor the systematicity in the sequentialOTderingof speech\nact categories. That is, to what extent can the category\nof speech act n+1 be successfully predicted given speech\nacts 1 through n? Three connectionist architectures\nwere contrasted: Elman's recurrent network, a single-\nentry backpropagation network, and a double-entry\nbackpropagation network. T h e recurrent networkfit the\nspeech act sequences in naturalistic conversation better\nthan the backpropagation networks. M o s t of the\nsystematicity w a s captured by the network's use of 2 to\n3 prior speech acts of context.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [],
    "section": "Submitted Presentations",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/4s19k6qm",
    "frozenauthors": [
        {
            "first_name": "Shane",
            "middle_name": "S.",
            "last_name": "Swamer",
            "name_suffix": "",
            "institution": "Memphis State University",
            "department": ""
        },
        {
            "first_name": "Arthur",
            "middle_name": "C.",
            "last_name": "Graesser",
            "name_suffix": "",
            "institution": "Memphis State University",
            "department": ""
        },
        {
            "first_name": "Stanley",
            "middle_name": "P.",
            "last_name": "Franklin",
            "name_suffix": "",
            "institution": "Memphis State University",
            "department": ""
        },
        {
            "first_name": "Marie",
            "middle_name": "A.",
            "last_name": "Sell",
            "name_suffix": "",
            "institution": "Memphis State University",
            "department": ""
        },
        {
            "first_name": "Robert",
            "middle_name": "",
            "last_name": "Cohen",
            "name_suffix": "",
            "institution": "Memphis State University",
            "department": ""
        },
        {
            "first_name": "William",
            "middle_name": "B.",
            "last_name": "Baggett",
            "name_suffix": "",
            "institution": "Memphis State 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/31785/galley/22853/download/"
        }
    ]
}