Harvesting Re-usable High-level Rules for Expository Dialogue Generation

This paper proposes a method for extracting high-level rules for expository dialogue generation. The rules are extracted from dialogues that have been authored by expert dialogue writers. We examine the rules that can be extracted by this method, focusing on whether different dialogues and authors exhibit different dialogue styles.

[1]  Kallirroi Georgila,et al.  Hybrid Reinforcement/Supervised Learning of Dialogue Policies from Fixed Data Sets , 2008, CL.

[2]  William C. Mann,et al.  Rhetorical Structure Theory: Toward a functional theory of text organization , 1988 .

[3]  Mark G. Core,et al.  Coding Dialogs with the DAMSL Annotation Scheme , 1997 .

[4]  James Pustejovsky,et al.  A Computational Theory of Prose Style for Natural Language Generation , 1985, EACL.

[5]  Anja Belz,et al.  System Building Cost vs. Output Quality in Data-to-Text Generation , 2009, ENLG.

[6]  Brigitte Krenn,et al.  Fully generated scripted dialogue for embodied agents , 2008, Artif. Intell..

[7]  Mitsuru Ishizuka,et al.  T2D: Generating Dialogues Between Virtual Agents Automatically from Text , 2007, IVA.

[8]  David DeVault,et al.  Making Grammar-Based Generation Easier to Deploy in Dialogue Systems , 2008, SIGDIAL Workshop.

[9]  Mitsuru Ishizuka,et al.  Generating Dialogues for Virtual Agents Using Nested Textual Coherence Relations , 2008, IVA.

[10]  Maki Watanabe,et al.  Discourse Tagging Reference Manual , 2001 .

[11]  Ehud Reiter,et al.  Three Approaches to Generating Texts in Different Styles , 2008 .

[12]  Alexander I. Rudnicky,et al.  Stochastic natural language generation for spoken dialog systems , 2002, Comput. Speech Lang..

[13]  Brigitte Krenn,et al.  RRL: A Rich Representation Language for the Description of Agent Behaviour in NECA , 2004, ArXiv.

[14]  Ehud Reiter,et al.  Book Reviews: Building Natural Language Generation Systems , 2000, CL.

[15]  P. Piwek Presenting Arguments as Fictive Dialogue , 2008 .

[16]  Thomas Rist,et al.  The automated design of believable dialogues for animated presentation teams , 2001 .

[17]  Regina Barzilay,et al.  Extracting Paraphrases from a Parallel Corpus , 2001, ACL.

[18]  Daniel Marcu,et al.  From discourse structures to text summaries , 1997 .

[19]  Richard Power,et al.  Generating monologue and dialogue to present personalised medical information to patients , 2007, ENLG.

[20]  Gwyneth Doherty-Sneddon,et al.  The Reliability of a Dialogue Structure Coding Scheme , 1997, CL.