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The ATIS spoken language systems pilot corpus

Published: 24 June 1990 Publication History

Abstract

Speech research has made tremendous progress in the past using the following paradigm:• define the research problem,• collect a corpus to objectively measure progress, and• solve the research problem.Natural language research, on the other hand, has typically progressed without the benefit of any corpus of data with which to test research hypotheses. We describe the Air Travel Information System (ATIS) pilot corpus, a corpus designed to measure progress in Spoken Language Systems that include both a speech and natural language component. This pilot marks the first full-scale attempt to collect such a corpus and provides guidelines for future efforts.

References

[1]
Boisen, Sean, Lance A. Ramshaw, Damaris Ayuso, and Madeleine Bates, "A Proposal for SLS evaluation," in Proceedings of the DARPA Speech and Natural Language Workshop, October 1989.
[2]
Hemphill, Charles T., Inderjeet Mani, and Steven L. Bossie, "A Combined Free-Form and Menu-Mode Natural Language Interface", Abridged Proceedings of the Second International Conference on Human-Computer Interaction, Honolulu, Hawaii, 1987.
[3]
Official Airline Guides, Official Airline Guide, North American Edition with Fares, Oakbrook, Illinois, Volume 16, No. 7, January 1, 1990.
[4]
Price, P. J., W. M. Fisher, J. Bernstein, D. S. Pallett, "The DARPA 1000-Word Resource Management Database for Continuous Speech Recognition", Proceedings of ICASSP, 1988.

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  • (2024)Enhancing Text-to-SQL Translation for Financial System DesignProceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice10.1145/3639477.3639732(252-262)Online publication date: 14-Apr-2024
  • (2024)SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language UnderstandingProceedings of the 33rd ACM International Conference on Information and Knowledge Management10.1145/3627673.3679676(3570-3580)Online publication date: 21-Oct-2024
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cover image DL Hosted proceedings
HLT '90: Proceedings of the workshop on Speech and Natural Language
June 1990
450 pages

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Association for Computational Linguistics

United States

Publication History

Published: 24 June 1990

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Overall Acceptance Rate 240 of 768 submissions, 31%

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Cited By

View all
  • (2024)Multi-Task Learning in Natural Language Processing: An OverviewACM Computing Surveys10.1145/366336356:12(1-32)Online publication date: 11-May-2024
  • (2024)Enhancing Text-to-SQL Translation for Financial System DesignProceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice10.1145/3639477.3639732(252-262)Online publication date: 14-Apr-2024
  • (2024)SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language UnderstandingProceedings of the 33rd ACM International Conference on Information and Knowledge Management10.1145/3627673.3679676(3570-3580)Online publication date: 21-Oct-2024
  • (2024)A Prompt-Based Hierarchical Pipeline for Cross-Domain Slot FillingIEEE/ACM Transactions on Audio, Speech and Language Processing10.1109/TASLP.2024.341087732(3061-3075)Online publication date: 1-Jan-2024
  • (2024)Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in DialoguesIEEE/ACM Transactions on Audio, Speech and Language Processing10.1109/TASLP.2024.336406332(2445-2452)Online publication date: 1-Jan-2024
  • (2023)SpokenWOZProceedings of the 37th International Conference on Neural Information Processing Systems10.5555/3666122.3667821(39088-39118)Online publication date: 10-Dec-2023
  • (2023)HyPoradiseProceedings of the 37th International Conference on Neural Information Processing Systems10.5555/3666122.3667497(31665-31688)Online publication date: 10-Dec-2023
  • (2023)Explainable and Accurate Natural Language Understanding for Voice Assistants and BeyondProceedings of the 32nd ACM International Conference on Information and Knowledge Management10.1145/3583780.3615277(3913-3917)Online publication date: 21-Oct-2023
  • (2023)Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive LearningProceedings of the 32nd ACM International Conference on Information and Knowledge Management10.1145/3583780.3615093(326-336)Online publication date: 21-Oct-2023
  • (2023)Explaining Recommendations through Conversations: Dialog Model and the Effects of Interface Type and Degree of InteractivityACM Transactions on Interactive Intelligent Systems10.1145/357954113:2(1-47)Online publication date: 12-Apr-2023
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