Pragmatic factors in image description: The case of negations

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Abstract

We provide a qualitative analysis of the descriptions containing negations (no, not, n't, nobody, etc) in the Flickr30K corpus, and a categorization of negation uses. Based on this analysis, we provide a set of requirements that an image description system should have in order to generate negation sentences. As a pilot experiment, we used our categorization to manually annotate sentences containing negations in the Flickr30k corpus, with an agreement score of κ=0.67. With this paper, we hope to open up a broader discussion of subjective language in image descriptions.

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APA

Van Miltenburg, E., Morante, R., & Elliott, D. (2016). Pragmatic factors in image description: The case of negations. In Proceedings of the Annual Meeting of the Association for Computational Linguistics (pp. 54–59). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/w16-3207

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