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{
    "pk": 28837,
    "title": "A proverb is worth a thousand words:Learning to associate images with proverbs",
    "subtitle": null,
    "abstract": "We describe a system that can associate images with Englishproverbs. We start from a corpus of proverbs, harvest relatedimages from the web and use this data to train two variants ofa convolutional neural network. We then collect a small set ofannotations, and use these to combine the outputs of the twonetworks into a single prediction for each input image. Wecarry out feature selection experiments on a set of features de-rived from the images and from the predicted proverbs, anddemonstrate that the metaphoricity of the proverbs plays a sig-nificant role in classification accuracy. An empirical evalua-tion with human raters confirms the system’s ability to abstractfrom the raw bits in the images and to learn meaningful, non-trivial associations.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [],
    "section": "Papers with Poster Presentations",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/5wj9v5f3",
    "frozenauthors": [
        {
            "first_name": "G ̈ozde",
            "middle_name": "",
            "last_name": "Ozbal",
            "name_suffix": "",
            "institution": "FBK-Irst - Trento",
            "department": ""
        },
        {
            "first_name": "Daniele",
            "middle_name": "",
            "last_name": "Pighin",
            "name_suffix": "",
            "institution": "Google Zurich",
            "department": ""
        },
        {
            "first_name": "Carlo",
            "middle_name": "",
            "last_name": "Strapparava",
            "name_suffix": "",
            "institution": "FBK-Irst - Trento",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2019-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/28837/galley/18708/download/"
        }
    ]
}