Subjective Machine Classifiers


Reidsma, D. and Akker, H.J.A. op den (2008) Subjective Machine Classifiers. In: BNAIC 2008, Proceedings 20th Belgian-Netherlands Conference on Artificial Intelligence, Boekelo, Netherlands, 30-31 Oct 2008, Boekelo, Netherlands (pp. pp. 359-360).

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Abstract:Many interesting phenomena in conversations require interpretative judgements by the annotators. This
leads to data which is annotated with lower levels of agreement due to the differences in how annotators
interpret conversations. Instead of throwing away this data we show how and when we can exploit it. We
analyse the (dis)agreements between annotators for two different cases in a multimodal annotated corpus
and explicitly relate the results to the way machine-learning algorithms perform on the annotated data.
Item Type:Conference or Workshop Item
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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