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Exploiting the Web for Semantic Change Detection ...
McGillivray, Barbara; Basile, Pierpaolo. - : Apollo - University of Cambridge Repository, 2018
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Exploiting the Web for Semantic Change Detection
McGillivray, Barbara; Basile, Pierpaolo. - : Springer Link, 2018. : https://link.springer.com/chapter/10.1007/978-3-030-01771-2_13#aboutcontent, 2018. : 21st International Conference, DS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings, 2018
Abstract: Detecting significant linguistic shifts in the meaning and usage of words has gained more attention over the last few years. Linguis- tic shifts are especially prevalent on the Internet, where words’ meaning can change rapidly. In this work, we describe the construction of a large diachronic corpus that relies on the UK Web Archive and we propose a preliminary analysis of semantic change detection exploiting a particular technique called Temporal Random Indexing. Results of the evaluation are promising and give us important insights for further investigations.
URL: https://doi.org/10.17863/CAM.35374
https://www.repository.cam.ac.uk/handle/1810/288055
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