Priming of Syntactic Rules in Task-Oriented Dialogue and Spontaneous Conversation

Previous work provided corpus evidence for structural priming for specific syntactic constructions. The present paper extends these results by investigating priming effects involving arbitrary syntactic rules in spoken dialogue corpora. We demonstrate the existence of within- and between-speaker priming in both spontaneous conversation (the Switchboard corpus) and task-oriented dialogue (the Map Task corpus). We also find that between-speaker priming is stronger in the Map Task corpus. This supports the hypothesis that in task-oriented dialog, low-level priming is linked to higher-level alignment of situation models.

[1]  J. Ivey,et al.  Ann Arbor, Michigan , 1969 .

[2]  J. K. Bock.  Syntactic persistence in language production , 1986, Cognitive Psychology.

[3]  Renato De Mori,et al.  A Cache-Based Natural Language Model for Speech Recognition , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[4]  Anne H. Anderson,et al.  The Hcrc Map Task Corpus , 1991 .

[5]  Ann Bies,et al.  The Penn Treebank: Annotating Predicate Argument Structure , 1994, HLT.

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

[7]  M. Pickering,et al.  Syntactic priming in language production , 1999, Trends in Cognitive Sciences.

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

[9]  Alexandra A. Cleland,et al.  Syntactic co-ordination in dialogue , 2000, Cognition.

[10]  Brian D. Ripley,et al.  Modern Applied Statistics with S Fourth edition , 2002 .

[11]  Malvina Nissim,et al.  Using the NITE XML Toolkit on the Switchboard Corpus to Study Syntactic Choice: a Case Study , 2004, LREC.

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

[13]  Eugene Charniak,et al.  Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative Reranking , 2005, ACL.

[14]  Benedikt Szmrecsanyi.  Language users as creatures of habit: A corpus-based analysis of persistence in spoken English , 2005 .

[15]  S. Gries.  Syntactic Priming: A Corpus-based Approach , 2005, Journal of psycholinguistic research.

[16]  Frank Keller,et al.  Parallelism in Coordination as an Instance of Syntactic Priming: Evidence from Corpus-based Modeling , 2005, HLT.

[17]  Johanna D. Moore,et al.  Computational Modelling of Structural Priming in Dialogue , 2006, NAACL.

[18]  Thomas L. Griffiths,et al.  Contextual Dependencies in Unsupervised Word Segmentation , 2006, ACL.

[19]  Frank Keller,et al.  Integrating Syntactic Priming into an Incremental Probabilistic Parser, with an Application to Psycholinguistic Modeling , 2006, ACL.