Challenges for annotating images for sense disambiguation

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Abstract

We describe an unusual data set of thousands of annotated images with interesting sense phenomena. Natural language image sense annotation involves increased semantic complexities compared to disambiguating word senses when annotating text. These issues are discussed and illustrated, including the distinction between word senses and iconographic senses.

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Alm, C. O., Loeff, N., & Forsyth, D. A. (2006). Challenges for annotating images for sense disambiguation. In COLING ACL 2006 - Frontiers in Linguistically Annotated Corpora 2006, A Merged Workshop with 7th International Workshop on Linguistically Interpreted Corpora, LINC 2006 and Frontiers in Corpus Annotation III, Proceedings of the Workshop (pp. 1–4). Association for Computational Linguistics (ACL). https://doi.org/10.3115/1641991.1641992

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