Abstract
Many existing natural language generation systems can be characterized according to their modularization as either pipelined or interleaved. In these separated systems, the generator is divided into several modules (e.g., planning and realization), with control and information passing between the modules during the generation process. This paper proposes a third type of generator, which we call integrated, that unifies the modules into a single mechanism. The mechanism uses a small set of orthogonal basic operations to produce planned and grammatical language output.
Integrated systems are conceptually attractive and may support generation of pragmatic effects more effectively than other systems. After discussing the advantages of the integrated approach, we summarize GLINDA, an integrated generator currently under development at Carnegie Mellon. GLINDA is the generator used for narration and intercharacter communication in the Oz Interactive Fiction and Virtual Reality Project.
This work was supported in part by Fujitsu Laboratories, Ltd., and in part by a National Science Foundation (NSF) Graduate Fellowship. The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the official policies, either expressed or implied, of Fujitsu Laboratories or the NSF.
This is a preview of subscription content, log in via an institution.
Preview
Unable to display preview. Download preview PDF.
References
D. E. Appelt. TELEGRAM: A grammar formalism for language planning. In Proceedings of the 8th IJCAI, pages 595–599, Karlsruhe, West Germany, August 1983.
D. E. Appelt. Planning English Sentences. Cambridge University Press, Cambridge, UK, 1985. Based on Stanford PhD thesis, SRI Tech Note 259, March 1982.
Joseph Bates. Virtual reality, art, and entertainment. Presence: The Journal of Teleoperators and Virtual Environments, 1, 1992. MIT Press, Cambridge, MA. This is a revised version of Deep Structure for Virtual Reality, CMU-CS-91-133, School of Computer Science, Carnegie Mellon University, May 1991.
Joseph Bates, A. Bryan Loyall, and W. Scott Reilly. Broad agents. In Proceedings of AAAI Spring Symposium on Integrated Intelligent Architectures, Stanford, CA, March 1991. Available as SIGART Bulletin 2(4):38–40, August 1991.
Joseph Bates, A. Bryan Loyall, and W. Scott Reilly. Integrating Reactivity, Goals, and Emotion in a Broad Agent. Submitted to AAAI-92, San Jose, CA, January 1992.
Kathryn Bock. Exploring levels of processing in sentence production. In Gerard Kempen, editor, Natural Language Generation: New Results in AI, Psychology, and Linguistics. Martinus Nijhoff Publ., Boston, 1987.
J. H. Clippinger. A Discourse Speaking Program as a Preliminary Theory of Discourse Behavior and a Limited Theory of Psychoanalytic Discourse. PhD thesis, University of Pennsylvania, Philadelphia, PA, 1974.
K. M. Colby. Artificial Paranoia: A Computer Simulation of Paranoid Processes. Pergamon Press, Oxford, 1975.
Joseph H. Danks. Producing ideas and sentences. In Sheldon Rosenberg, editor, Sentence Production: Developments in Research and Theory. Lawrence Erlbaum Associates, Hillsdale, NJ, 1977.
A. Davey. Discourse Production. Edinburgh University Press, Edinburgh, 1979.
Koenraad De Smedt and Gerard Kempen. Incremental sentence production, selfcorrection and coordination. In Gerard Kempen, editor, Natural Language Generation: New Results in AI, Psychology, and Ling. Martinus Nijhoff Publ., Boston, 1987.
G. S. Dell and P. A. Reich. Stages in sentence production: An analysis of speech-error data. Journal of Verbal Learning and Verbal Behavior, 20:611–629, 1981.
Victoria Fromkin. The non-anomalous nature of anomalous utterances. Language, 47:27–52, 1971.
Victoria Fromkin. Speech Errors as Linguistic Evidence. The Hague, Mouton, 1973.
Merrill F. Garret. The analysis of sentence production. In G. H. Bower, editor, The psychology of learning and motivation: Advances in research and theory, volume 9, pages 133–177. Academic Press, New York, 1975.
Merrill F. Garret. Levels of processing in sentence production. In B. Butterworth, editor, Language Production, volume 1. Academic Press, New York, 1980.
Eduard Hovy. Integrating text planning and production in generation. In Proceedings of the 9th IJCAI, Los Angeles, CA, 1985.
Eduard Hovy. Generating Natural Language under Pragmatic Constraints. Lawrence Erlbaum Associates, Hillsdale, NJ, 1988.
Eduard Hovy. Two types of planning in language generation. In Proceedings of the 26th Meeting of the ACL, Buffalo, New York, April 1988.
P. S. Jacobs. A Knowledge-Based Approach to Language Production. PhD thesis, University of California at Berkeley, Berkeley, CA, 1985.
P. S. Jacobs. PHRED: A generator for natural language interfaces. Computational Linguistics, 11(4):219–242, October–December 1985.
Mark Kantrowitz. GLINDA: Natural language text generation in the Oz interactive fiction project. Technical Report CMU-CS-90-158, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, 1990.
Gerard Kempen and Edward Hoenkamp. An incremental procedural grammar for sentence formulation. Cognitive Science, 11:201–258, 1987.
Karl S. Lashley. The problem of serial order in behavior. In Lloyd A. Jeffress, editor, Cerebral Mechanisms in Behavior, pages 112–146. John Wiley, New York, 1951.
A. Bryan Loyall and Joseph Bates. Hap: A reactive, adaptive architecture for agents. Technical Report CMU-CS-91-147, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, June 1991.
D. D. McDonald. Natural Language Production as a Process of Decision Making under Constraint. PhD thesis, MIT, Cambridge, MA, 1980.
D. D. McDonald and J. D. Pustejovsky. Description-directed natural language generation. In Proceedings of the 9th IJCAI, pages 799–805, Los Angeles, CA, 1985.
Kathleen R. McKeown. Discourse strategies for generating natural-language text. Artificial Intelligence, 27:1–42, 1985.
Kathleen R. McKeown. Text Generation: Using Discourse Strategies and Focus Constraints to Generate Natural Language Text. Cambridge University Press, Cambridge, 1985. Based on PhD thesis (Univ. of Penn., May 1982), Tech Report MS-CIS-82-5.
Sergei Nirenburg, Victor Lesser, and Eric Nyberg. Controlling a language generation planner. In Proceedings of the 11th IJCAI, pages 1524–1530, Detroit, MI, August 1989.
W. Scott Reilly and Joseph Bates. Building Emotional Agents. Submitted to AAAI-92, San Jose, CA, January 1992.
E. D. Sacerdoti. A Structure for Plans and Behavior. North Holland/American Elsevier, 1977. Based on PhD thesis, SRI Tech Note 109, August 1975.
L. Schourup. Unique new york unique new york unique new york. In Papers from the 9th Regional Meeting, Chicago Linguistic Society, pages 587–96, 1973.
Stefanie Shattuck-Hufnagel. Speech errors as evidence for a serial-ordering mechanism in sentence production. In W. Cooper and E. Walker, editors, Sentence Processing: Psycholinguistic Studies Presented to Merrill Garrett, pages 295–342. Lawrence Erlbaum Associates, Hillsdale, NJ, 1979.
Sean Smith and Joseph Bates. Toward a theory of narrative for interactive fiction. Technical Report CMU-CS-89-121, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, 1989.
J. P. Stemberger. An interactive activation model of language production. In Andrew W. Ellis, editor, Progress in the Psychology of Language, volume 1. Lawrence Erlbaum and Associates, 1985.
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 1992 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Kantrowitz, M., Bates, J. (1992). Integrated natural language generation systems. In: Dale, R., Hovy, E., Rösner, D., Stock, O. (eds) Aspects of Automated Natural Language Generation. IWNLG 1992. Lecture Notes in Computer Science, vol 587. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-55399-1_2
Download citation
DOI: https://doi.org/10.1007/3-540-55399-1_2
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-55399-1
Online ISBN: 978-3-540-47054-0
eBook Packages: Springer Book Archive