Abstract
We describe Scusi?, a multi-stage, spoken language interpretation mechanism designed to be part of a robot-mounted dialogue system. Scusi?’s interpretation process maps spoken utterances to conceptual graphs, and the nodes in these graphs to concepts in the world. Maximum posterior probability is used to rank the (partial) interpretations produced at each stage of this process.
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Niemann, M., George, S., Zukerman, I.: Towards a probabilistic, multi-layered spoken language interpretation system. In: Proceedings of the Fourth IJCAI Workshop on Knowledge and Reasoning in Practical Dialogue Systems, Edinburgh, Scotland, pp. 8–15 (2005)
Sowa, J.: Conceptual Structures: Information Processing in Mind and Machine. Addison-Wesley, Reading (1984)
Sowa, J., Way, E.: Implementing a semantic interpreter using conceptual graphs. IBM Journal of Research and Development 30(1), 57–69 (1986)
Shankaranarayanan, S., Cyre, W.: Identification of coreferences with conceptual graphs. In: ICCS 1994 – Proceedings of the Second International Conference on Conceptual Structures, College Park, Maryland (1994)
Miller, S., Stallard, D., Bobrow, R., Schwartz, R.: A fully statistical approach to natural language interfaces. In: ACL 1996 – Proceedings of the 34th Conference of the Association for Computational Linguistics, Santa Cruz, California, pp. 55–61 (1996)
He, Y., Young, S.: A data-driven spoken language understanding system. In: ASRU 2003 – Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, St. Thomas, US Virgin Islands (2003)
Gorniak, P., Roy, D.: Probabilistic grounding of situated speech using plan recognition and reference resolution. In: ICMI 2005 – Proceedings of the Seventh International Conference on Multimodal Interfaces, Trento, Italy (2005)
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Zukerman, I., Niemann, M., George, S., Marom, Y. (2006). Probabilistic, Multi-staged Interpretation of Spoken Utterances. In: Sattar, A., Kang, Bh. (eds) AI 2006: Advances in Artificial Intelligence. AI 2006. Lecture Notes in Computer Science(), vol 4304. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11941439_150
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DOI: https://doi.org/10.1007/11941439_150
Publisher Name: Springer, Berlin, Heidelberg
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