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    Dialogue Act Tagging for Instant Messaging Chat Sessions

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    Dialogue Act Tagging for Instant Messaging Chat Sessions (69.78Kb)

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    Author
    Ivanovic, Mr Edward
    Date
    2005
    Source Title
    Proceedings, ACL Student Workshop 2005
    University of Melbourne Author/s
    IVANOVIC, EDWARD
    Affiliation
    Engineering: Department of Computer Science and Software Engineering
    Metadata
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    Document Type
    Conference Paper
    Citations
    Ivanovic, Mr Edward (2005) Dialogue Act Tagging for Instant Messaging Chat Sessions, in Proceedings, ACL Student Workshop 2005, Ann Arbor, Michigan.
    Access Status
    Open Access
    URI
    http://hdl.handle.net/11343/33827
    Abstract
    Instant Messaging chat sessions are real-time text-basedconversations which can be analyzed using dialogue-act models. We describe a statistical approach for modelling and detecting dialogue acts in Instant Messaging dialogue. This involved the collection of a small set of task-based dialogues and annotating them with a revised tag set. We then dealt with segmentation and synchronisation issues which do not arise in spoken dialogue. The model we developed combines naive Bayes and dialogue-act n-grams to obtain better than 80% accuracy in our tagging experiment.
    Keywords
    Instant Messaging; Dialog Act; Dialogue Act; IM

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