Reconstructed Intentions in Collaborative Problem Solving Dialogues

We provide evidence that speech act recognition, is 1) diicult for humans to do and 2) likely to misidentify proposals involving reconstructed intentions. We examine the reliability of coding for speech acts in collaborative dialogues and we present an approach for recognizing reconstructed proposals using domain context and other more easily recognized features.

[1]  Klaus Krippendorff,et al.  Content Analysis: An Introduction to Its Methodology , 1980 .

[2]  Karen E. Lochbaum,et al.  The Use of Knowledge Preconditions in Language Processing , 1995, IJCAI.

[3]  Candace L. Sidner,et al.  Models of Plans to Support Communication: An Initial Report , 1990, AAAI.

[4]  Carolyn Penstein Rosé,et al.  Minimizing Cumulative Error in Discourse Context , 1996, ECAI Workshop on Dialogue Processing in Spoken Language Systems.

[5]  Steve Whittaker,et al.  Shared Workspaces: How Do They Work and When Are They Useful? , 1993, Int. J. Man Mach. Stud..

[6]  Marilyn A. Walker,et al.  Informational redundancy and resource bounds in dialogue , 1993 .

[7]  Jean Carletta,et al.  Assessing Agreement on Classification Tasks: The Kappa Statistic , 1996, CL.

[8]  P. Strawson Intention and Convention in Speech Acts , 1964 .

[9]  Sarit Kraus,et al.  Collaborative Plans for Complex Group Action , 1996, Artif. Intell..

[10]  Norbert Reithinger,et al.  Utilizing Statistical Dialogue Act Processing in Verbrnobil , 1995, ACL.

[11]  Karen E. Lochbaum,et al.  Using collaborative plans to model the intentional structure of discourse , 1995 .

[12]  Sarit Kraus,et al.  Collaborative Plans for Group Activities , 1993, IJCAI.

[13]  David A. McAllester,et al.  Nondeterministic Lisp as a Substrate for Constraint Logic Programming , 1993, AAAI.

[14]  Lynn Lambert,et al.  Modeling Negotiation Subdialogues , 1992, ACL.

[15]  J. McCarthy,et al.  Formalizing Context (Expanded Notes) , 1994 .

[16]  Nancy Green,et al.  Conversational Implicatures in Indirect Replies , 1992, ACL.

[17]  Lynn Lambert,et al.  A Tripartite Plan-Based Model of Dialogue , 1991, ACL.

[18]  C. Raymond Perrault,et al.  A Plan-Based Analysis of Indirect Speech Act , 1980, CL.

[19]  Barbara A. Fox Interactional Reconstruction in Real-Time Language Processing , 1987, Cogn. Sci..