Publication

Towards a decent recognition rate for the automatic classification of a multidimensional dialogue act tagset.

Stephan Lesch, Thomas Kleinbauer, Jan Alexandersson

In: In Workshop notes of the Fourth IJCAI Workshop on Knowledge and Reasoning in Practical Dialogue Systems. IJCAI Workshop on Knowledge and Reasoning in Practical Dialogue Systems (KRPD) Edinburgh Pages 46-53 Online 8/2005.

Abstract

In this paper, we present some thoughts and examinations on statistical dialogue act annotation using multidimensional dialogue act labels, based on the ICSI meeting corpus and the associated MRDA tag set. We show some statistics of this corpus, and preliminary results of a statistical tagger for the dialogue act labels, together with a proposal for a more realistic interpretation of these results.

Projekte

German Research Center for Artificial Intelligence
Deutsches Forschungszentrum für Künstliche Intelligenz