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        <title>An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data</title>
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    <name type="personal">
        <namePart type="given">Spandana</namePart>
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            <title>Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)</title>
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            <namePart type="given">Marilyn</namePart>
            <namePart type="family">Walker</namePart>
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        <name type="personal">
            <namePart type="given">Heng</namePart>
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        <name type="personal">
            <namePart type="given">Amanda</namePart>
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    <abstract>Recent research in language and vision has developed models for predicting and disambiguating verbs from images. Here, we ask whether the predictions made by such models correspond to human intuitions about visual verbs. We show that the image regions a verb prediction model identifies as salient for a given verb correlate with the regions fixated by human observers performing a verb classification task.</abstract>
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%0 Conference Proceedings
%T An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data
%A Gella, Spandana
%A Keller, Frank
%Y Walker, Marilyn
%Y Ji, Heng
%Y Stent, Amanda
%S Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)
%D 2018
%8 June
%I Association for Computational Linguistics
%C New Orleans, Louisiana
%F gella-keller-2018-evaluation
%X Recent research in language and vision has developed models for predicting and disambiguating verbs from images. Here, we ask whether the predictions made by such models correspond to human intuitions about visual verbs. We show that the image regions a verb prediction model identifies as salient for a given verb correlate with the regions fixated by human observers performing a verb classification task.
%R 10.18653/v1/N18-2119
%U https://aclanthology.org/N18-2119
%U https://doi.org/10.18653/v1/N18-2119
%P 758-763

Markdown (Informal)

[An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data](https://aclanthology.org/N18-2119) (Gella & Keller, NAACL 2018)

• An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data (Gella & Keller, NAACL 2018)

ACL

• Spandana Gella and Frank Keller. 2018. An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), pages 758–763, New Orleans, Louisiana. Association for Computational Linguistics.