Sentence simplification for spoken language understanding

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2011, Pages 5628-5631

  Tur, Gokhan ^a   Hakkani Tür, Dilek ^a   Heck, Larry ^a   Parthasarathy, S ^a  

^a MICROSOFT RESEARCH   (United States)

Author keywords

dependency parsing; intent determination; semantic parsing; sentence simplification; slot filling; spoken language understanding

Indexed keywords

DEPENDENCY PARSING; INTENT DETERMINATION; SEMANTIC PARSING; SENTENCE SIMPLIFICATION; SLOT FILLING; SPOKEN LANGUAGE UNDERSTANDING;

CONTEXT FREE GRAMMARS; FILLING; SEARCH ENGINES; SEMANTIC WEB; SEMANTICS; SIGNAL PROCESSING; SPEECH COMMUNICATION; USER INTERFACES; WORLD WIDE WEB;

SPEECH RECOGNITION;

EID: 80051639097     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947636     Document Type: Conference Paper

References (19)

1. Y.-Y. Wang, L. Deng, and A. Acero, "Spoken language understanding - an introduction to the statistical framework," IEEE Signal Processing Magazine, vol. 22, no. 5, pp. 16-31, September 2005.
2. A. L. Gorin, G. Riccardi, and J. H. Wright, "How May I Help You?," Speech Communication, vol. 23, pp. 113-127, 1997.
3. P. J. Price, "Evaluation of spoken language systems: The ATIS domain," in Proceedings of the DARPA Workshop on Speech and Natural Language, Hidden Valley, PA, June 1990.
4. G. Tur, D. Hakkani-Tür, and L. Heck, "What is left to be understood in ATIS?," in Proceedings of the IEEE SLT Workshop, Berkeley, CA, 2010.
5. C. Raymond and G. Riccardi, "Generative and discriminative algorithms for spoken language understanding," in Proceedings of the Interspeech, Antwerp, Belgium, 2007.
6. M. Jeong and G. G. Lee, "Exploiting non-local features for spoken language understanding," in Proceedings of the ACL/COLING, Sydney, Australia, July 2006.
7. A. Moschitti, G. Riccardi, and C. Raymond, "Spoken language understanding with kernels for syntactic/semantic structures," in Proceedings of the IEEE ASRU Workshop, Koyoto, Japan, 2007.
8. D. Hakkani-Tür, G. Tur, and A. Chotimongkol, "Using syntactic and semantic graphs for call classification," in Proceedings of the ACL Workshop on Feature Engineering for Machine Learning in Natural Language Processing, Ann Arbor, MI, June 2005.
9. J. Dowding, J. M. Gawron, D. Appelt, J. Bear, L. Cherny, R. Moore, and D. Moran, "Gemini: A natural language system for spoken language understanding," in Proceedings of the ARPA Workshop on Human Language Technology, Princeton, NJ, March 1993.
10. S. Seneff, "TINA: A natural language system for spoken language applications," Computational Linguistics, vol. 18, no. 1, pp. 61-86, 1992.
11. W. Ward and S.Issar, "Recent improvements in the CMU spoken language understanding system," in Proceedings of the ARPA HLT Workshop, March 1994, pp. 213-216.
12. D. Vickrey and D. Koller, "Sentence simplification for semantic role labeling," in Proceedings of the ACL, 2008.
13. L. Vanderwende, H. Suzuki, and C. Brockett, "Microsoft research at DUC2006: task-focused summarization with sentence simplification and lexical expansion," in In Proceedings of the DUC, 2006.
14. S. Petrov and D. Klein, "Learning and inference for hierarchically split PCFGs," in Proceedings of the AAAI, 2007.
15. B. Favre, D. Hakkani-Tür, S. Petrov, and D. Klein, "Efficient sentence segmentation using syntactic features," in Proceedings of the IEEE SLT Workshop, Goa, India, 2008.
16. R. E. Schapire and Y. Singer, "Boostexter: A boosting-based system for text categorization," Machine Learning, vol. 39, no. 2/3, pp. 135-168, 2000.
17. Y. He and S. Young, "A data-driven spoken language understanding system," in Proceedings of the IEEE ASRU Workshop, U.S. Virgin Islands, December 2003, pp. 583-588.
18. S. Yaman, L. Deng, D. Yu, Y.-Y. Wang, and A. Acero, "An integrative and discriminative technique for spoken utterance classification," IEEE Transactions on Audio, Speech, and Language Processing, vol. 16, no. 6, pp. 1207-1214, 2008.
19. L. Gillick and S. J. Cox, "Some statistical issues in the comparison of speech recognition algorithms," in Proceedings of the ICASSP, Glasgow, Scotland, 1989.