On the Contextual Analysis of Agreement Scores


Reidsma, Dennis and Heylen, Dirk and Akker, Rieks op den (2009) On the Contextual Analysis of Agreement Scores. In: J.C. Martin & P. Paggio & M. Kipp & D. Heylen (Eds.), Multimodal corpora : from models of natural interaction to systems and applications. Lecture Notes in Computer Science, 5509 . Springer Verlag, Berlin, pp. 122-137. ISBN 9783642047923

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Abstract:This paper explores the relation between agreement, data quality and machine learning, using the AMI corpus. The paper describes a novel approach that uses contextual information from other modalities to determine a more reliable subset of data, for annotations that have a low overall agreement.
Item Type:Book Section
Copyright:© Springer
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Link to this item:http://purl.utwente.nl/publications/68094
Official URL:http://dx.doi.org/10.1007/978-3-642-04793-0_8
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