Generating Expository Dialogue from Monologue: Motivation, Corpus and Preliminary Rules

作者: Paul Piwek , Svetlana Stoyanchev

DOI:

关键词:

摘要: Generating expository dialogue from monologue is a task that poses an interesting and rewarding challenge for Natural Language Processing. This short paper has three aims: firstly, to motivate the importance of this task, both in terms benefits as way present information potential applications; secondly, introduce parallel corpus monologues dialogues which enables data-driven approach challenge; and, finally, describe work-in-progress on semi-automatic construction Monologue-to-Dialogue (M2D) generation rules.

参考文章(13)
S. Yamada, S.V. Suzuki, Persuasion through overheard communication by life-like agents ieee wic acm international conference on intelligent agent technology. pp. 225- 231 ,(2004) , 10.1109/IAT.2004.88
Paul Piwek, Svetlana Stoyanchev, Constructing the CODA Corpus: A Parallel Corpus of Monologues and Expository Dialogues language resources and evaluation. ,(2010)
Amanda J Stent, A conversation acts model for generating spoken dialogue contributions Computer Speech & Language. ,vol. 16, pp. 313- 352 ,(2002) , 10.1016/S0885-2308(02)00009-8
Sandra Williams, Paul Piwek, Richard Power, Generating monologue and dialogue to present personalised medical information to patients natural language generation. pp. 167- 170 ,(2007) , 10.3115/1610163.1610194
Seniz Demir, Sandra Carberry, Kathleen F. McCoy, Generating textual summaries of bar charts international conference on natural language generation. pp. 7- 15 ,(2008) , 10.3115/1708322.1708327
David DeVault, David Traum, Ron Artstein, Making grammar-based generation easier to deploy in dialogue systems Proceedings of the 9th SIGdial Workshop on Discourse and Dialogue - SIGdial '08. pp. 198- 207 ,(2008) , 10.3115/1622064.1622102
Kees van Deemter, Brigitte Krenn, Paul Piwek, Martin Klesen, Marc Schröder, Stefan Baumann, Fully generated scripted dialogue for embodied agents Artificial Intelligence. ,vol. 172, pp. 1219- 1244 ,(2008) , 10.1016/J.ARTINT.2008.02.002
Regina Barzilay, Kathleen R. McKeown, Extracting paraphrases from a parallel corpus Proceedings of the 39th Annual Meeting on Association for Computational Linguistics - ACL '01. pp. 50- 57 ,(2001) , 10.3115/1073012.1073020
Martin Klesen, Susanne van Mulken, Thomas Rist, Stephan Baldes, Elisabeth André, The automated design of believable dialogues for animated presentation teams Embodied conversational agents. pp. 220- 255 ,(2001)
Ehud Reiter, Somayajulu Sripada, Jim Hunter, Jin Yu, Ian Davy, Choosing words in computer-generated weather forecasts Artificial Intelligence. ,vol. 167, pp. 137- 169 ,(2005) , 10.1016/J.ARTINT.2005.06.006