Can I Finish? Learning When to Respond to Incremental Interpretation Results in Interactive Dialogue
作者： David DeVault , Kenji Sagae , David Traum
关键词: Range (mathematics) 、 Interrupt 、 Utterance 、 Artificial intelligence 、 Point (typography) 、 Interpretation (philosophy) 、 Computer science 、 Human–computer interaction
摘要: We investigate novel approaches to responsive overlap behaviors in dialogue systems, opening possibilities for systems interrupt, acknowledge or complete a user's utterance while it is still progress. Our specific contributions are method determining when system has reached point of maximal understanding an ongoing user utterance, and prototype implementation that shows how can use this ability strategically initiate completions utterances. More broadly, framework facilitates the range common human dialogue, but have been largely absent systems.
aclweb.org
usc.edu参考文章(20)
Jens Allwood, An activity based approach to pragmatics Gothenburg papers in theoretical linguistics. pp. 47- ,(1995)
Justine Cassell, Joseph Sullivan, Elizabeth Churchill, Scott Prevost, Embodied conversational agents MIT Press. ,(2000)
David R. Traum, Arno Hartholt, Eduard H. Hovy, Thomas A. Russ, Susan Robinson, A Common Ground for Virtual Humans: Using an Ontology in a Natural Language Oriented Virtual Human Architecture language resources and evaluation. ,(2008)
Mark A. Hall, Ian H. Witten, Eibe Frank, Data Mining: Practical Machine Learning Tools and Techniques ,(1999)
Anton Leuski, David Traum, A Statistical Approach for Text Processing in Virtual Humans Proceedings of the 26th Army Science Conference. ,(2008)
David Traum, Stacy C Marsella, Jonathan Gratch, Jina Lee, Arno Hartholt, None, Multi-party, Multi-issue, Multi-strategy Negotiation for Multi-modal Virtual Agents intelligent virtual agents. pp. 117- 130 ,(2008) , 10.1007/978-3-540-85483-8_12
V. H. Yngve, On getting a word in edgewise Chicago Linguistics Society, 6th Meeting. pp. 567- 578 ,(1970)
Herbert H. Clark, Arenas of language use ,(1993)
Herbert H. Clark, Edward F. Schaefer, Collaborating on contributions to conversations Language and Cognitive Processes. ,vol. 54, pp. 123- 152 ,(1987) , 10.1080/01690968708406350
Gabriel Skantze, David Schlangen, Incremental Dialogue Processing in a Micro-Domain meeting of the association for computational linguistics. pp. 745- 753 ,(2009) , 10.3115/1609067.1609150