CLASSIFICATION OF DIALOGUE ACTS IN URDU MULTI-PARTY DISCOURSE

Samira Shaikh; Tomek Strzalkowski; Nick Webb

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Paper

CLASSIFICATION OF DIALOGUE ACTS IN URDU MULTI-PARTY DISCOURSE

Topics: Clustering and Classification Methods; Machine Learning

In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 0IC3K, 398-404, 2011 , Paris, France

Authors: Samira Shaikh ¹ ; Tomek Strzalkowski ² and Nick Webb ¹

Affiliations: ¹ State University of New York and University at Albany, United States ; ² State University of New York, University at Albany and Polish Academy of Sciences, United States

Keyword(s): Dialogue-Act Tagging, Urdu, Classification, Multi-Party Discourse.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Clustering and Classification Methods ; Computational Intelligence ; Evolutionary Computing ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Machine Learning ; Soft Computing ; Symbolic Systems

Abstract: Classification of dialogue acts constitutes an integral part of various natural language processing applications. In this paper, we present an application of this task to Urdu language online multi-party discourse. With language specific modifications to established techniques such as permutation of word order in detected n-grams and variation of n-gram location, we developed an approach that is novel to this language. Preliminary performance results when compared to baseline are very encouraging for this approach.

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Paper citation in several formats:

Shaikh, S.; Strzalkowski, T. and Webb, N. (2011). CLASSIFICATION OF DIALOGUE ACTS IN URDU MULTI-PARTY DISCOURSE. In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2011) - KDIR; ISBN 978-989-8425-79-9; ISSN 2184-3228, SciTePress, pages 398-404. DOI: 10.5220/0003637304060412

@conference{kdir11,
author={Samira Shaikh. and Tomek Strzalkowski. and Nick Webb.},
title={CLASSIFICATION OF DIALOGUE ACTS IN URDU MULTI-PARTY DISCOURSE},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2011) - KDIR},
year={2011},
pages={398-404},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003637304060412},
isbn={978-989-8425-79-9},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2011) - KDIR
TI - CLASSIFICATION OF DIALOGUE ACTS IN URDU MULTI-PARTY DISCOURSE
SN - 978-989-8425-79-9
IS - 2184-3228
AU - Shaikh, S.
AU - Strzalkowski, T.
AU - Webb, N.
PY - 2011
SP - 398
EP - 404
DO - 10.5220/0003637304060412
PB - SciTePress