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Fig. 1 Annotation and detection process

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1 Fig. 1 Annotation and detection process
Fig. 1 Annotation and detection process. (1) A random selection of opinion pieces is manually annotated. (2) The obtained metaphors are used to learn different models (Tsvetkov et al., 2014; Do Dinh and Gurevych, 2016). (3) We choose the former, better performing model, to detect metaphors from the remaining opinion pieces, and (4) subsequently cluster the detected metaphors From: A ‘wind of change’—shaping public opinion of the Arab Spring using metaphors Digital Scholarship Humanities. Published online October 31, doi: /llc/fqy058 Digital Scholarship Humanities | Digital Scholarship in the Humanities © The Author(s) Published by Oxford University Press on behalf of EADH. All rights reserved. For permissions, please article is published and distributed under the terms of the Oxford University Press, Standard Journals Publication Model ( 1

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