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1
Building bridges for multimodal research : international perspectives on theories and practices of multimodal analysis
Weiland, Lydia; Kopf, Stephan; Wildfeuer, Janina (Herausgeber). - Frankfurt am Main : Peter Lang Edition, 2015
BLLDB
UB Frankfurt Linguistik
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2
Automatic classification of iconic images based on a multimodal model : an interdisciplinary project
In: Building bridges for multimodal research (Frankfurt am Main, 2015), p. 193-210
MPI für Psycholinguistik
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3
Image with a message : towards detecting non-literal image usages by visual linking
Weiland, Lydia; Ponzetto, Simone Paolo; Dietz, Laura. - : Assoc. for Computational Linguistics, 2015
BASE
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4
Weakly supervised construction of a repository of iconic images
Weiland, Lydia; Effelsberg, Wolfgang; Ponzetto, Simone Paolo. - : Asooc. for Computational Linguistics, 2014
Abstract: We present a first attempt at semi-automatically harvesting a dataset of iconic images, namely images that depict objects or scenes, which arouse associations to abstract topics. Our method starts with representative topic-evoking images from Wikipedia, which are labeled with relevant concepts and entities found in their associated captions. These are used to query an online image repository (i.e., Flickr), in order to further acquire additional examples of topic-specific iconic relations. To this end, we leverage a combination of visual similarity measures, image clustering and matching algorithms to acquire clusters of iconic images that are topically connected to the original seed images, while also allowing for various degrees of diversity. Our first results are promising in that they indicate the feasibility of the task and that we are able to build a first version of our resource with minimal supervision.
Keyword: 004 Informatik
URL: https://madoc.bib.uni-mannheim.de/37061/
http://www.aclweb.org/anthology/W14-5410
BASE
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