Dialogue Act Tagging for Instant Messaging Chat Sessions
Citations
Altmetric
Author
Ivanovic, Mr EdwardDate
2005Source Title
Proceedings, ACL Student Workshop 2005University of Melbourne Author/s
IVANOVIC, EDWARDAffiliation
Engineering: Department of Computer Science and Software EngineeringMetadata
Show full item recordDocument Type
Conference PaperCitations
Ivanovic, Mr Edward (2005) Dialogue Act Tagging for Instant Messaging Chat Sessions, in Proceedings, ACL Student Workshop 2005, Ann Arbor, Michigan.Access Status
Open AccessAbstract
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; IMExport Reference in RIS Format
Endnote
- Click on "Export Reference in RIS Format" and choose "open with... Endnote".
Refworks
- Click on "Export Reference in RIS Format". Login to Refworks, go to References => Import References