An Alignment-Capable Microplanner for Natural Language Generation

Alignment of interlocutors is a well known psycholinguistic phenomenon of great relevance for dialogue systems in general and natural language generation in particular. In this paper, we present the alignment-capable microplanner SPUD prime. Using a priming-based model of interactive alignment, it is flexible enough to model the alignment behaviour of human speakers to a high degree. This will allow for further investigation of which parameters are important to model alignment and how the human--computer interaction changes when the computer aligns to its users.

[1]  DIMITRIOS PIERRAKOS,et al.  User Modeling and User-Adapted Interaction , 1994, User Modeling and User-Adapted Interaction.

[2]  SUSAN E. BRENNAN,et al.  Conversation with and through computers , 1991, User Modeling and User-Adapted Interaction.

[3]  Zenzi M. Griffin,et al.  The persistence of structural priming: transient activation or implicit learning? , 2000, Journal of experimental psychology. General.

[4]  M. Pickering,et al.  Linguistic alignment between people and computers , 2010 .

[5]  Mariët Theune,et al.  Politeness and alignment in dialogues with a virtual guide , 2008, AAMAS.

[6]  Stephanie Kelter,et al.  Surface form and memory in question answering , 1982, Cognitive Psychology.

[7]  Amy Isard,et al.  Modelling alignment for affective dialogue , 2005 .

[8]  Alexandra A. Cleland,et al.  Syntactic priming in written production: Evidence for rapid decay , 1999, Psychonomic bulletin & review.

[9]  Amy Isard,et al.  Individuality and Alignment in Generated Dialogues , 2006, INLG.

[10]  Petra Weiß,et al.  Coordination in dialog: Alignment of object naming in the Jigsaw Map Game , 2008 .

[11]  Ronnie Cann,et al.  Grammars as Parsers: Meeting the Dialogue Challenge , 2006 .

[12]  Matthew Stone,et al.  Microplanning with Communicative Intentions: The SPUD System , 2001, Comput. Intell..

[13]  David Reitter,et al.  Context effects in language production : models of syntactic priming in dialogue corpora , 2008 .

[14]  H. H. Clark,et al.  Conceptual pacts and lexical choice in conversation. , 1996, Journal of experimental psychology. Learning, memory, and cognition.

[15]  Matthew Stone Lexicalized Grammar 101 , 2002, ACL 2002.

[16]  M. Pickering,et al.  Toward a mechanistic psychology of dialogue , 2004, Behavioral and Brain Sciences.