Type-II dialogue systems for information access from unstructured knowledge sources

2007 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2007, Proceedings

Volumn , Issue , 2007, Pages 544-549

  Pan, Yi Cheng ^a   Lee, Lin Shan ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

Dialogue System; Information Access

Indexed keywords

AUTOMATIC SPEECH RECOGNITION (ASR); DIALOGUE SYSTEMS; INFORMATION ACCESS; KNOWLEDGE SOURCES; MAINSTREAM (MS); NATIONAL TAIWAN UNIVERSITY (NTU); QUESTION ANSWERING (QA); RETRIEVAL (MIR);

COMPUTER NETWORKS; DATABASE SYSTEMS; PAPER; SPEECH; SPEECH ANALYSIS; SPEECH PROCESSING; SPEECH RECOGNITION;

INFORMATION SYSTEMS;

EID: 44849095552     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (36)

1. V.W. Zue and J.R. Glass, "Conversational, interfaces: Advances and challenges," Proc. of IEEE, vol. 88, no. 8, pp. 1166-1180, 2000.
2. N. Gupta, G. Tur, D. Hakkani-Tür, S. Bangalore, G. Riccardi, and M. Gilbert, "The AT&T spoken language understanding system," IEEE Trans. on Speech and Audio Processing, vol. 14, no. 1, pp. 213-222, 2006.
3. S. Young, "Talking to machines (statistically speaking)," in ICSLP, 2002.
4. S. Seneff V.W. Zue, J.R. Glass, J. Polifroni, C. Pao, T.J. Hazen, and L. Hetherington, "Jupiter: A telephone-based conversational interface for weather information," IEEE Trans. on Speech and Audio Processing, vol. 8, no. 1, pp. 85-96, 2000.
5. Y.-Y. Wang, L. Deng, and A. Acero, "Spoken language understanding," IEEE Signal Processing Magazine, vol. 22, no. 5, pp. 16-31, 2005.
6. E. Levin and R. Pieraccini, "Chronus, the next generation," in ARPA Spoken Language Sysytems Technology Workshop, 1995.
7. D. Stallard, "The BBN ATIS4 dialogue system," in ARPA Spoken Language Sysytems Technology Workshop, 1995.
8. Y. He and S. Young, "Hidden vector state model for hierarchical semantic parsing," in ICASSP, 2003, pp. 268-271.
9. S. Miller, R. Bobrow, R. Schwartz, and R. Ingria, "Statistical language processing using hidden understanding models," in Proc. Human language Technology Workshop, 1994, pp. 278-282.
10. S. D. Pietra, M. Epstein, S. Roukos, and T. Ward, "Fertility models for statistical natural language understanding," in ACL, 1997, pp. 168-173.
11. J. Williams and S. Young, "Partially observable markov decision processes for spoken dialog systems," Computer Speech and Language, vol. 21, no. 2, pp. 393-242, 2007.
12. E. Levin, R. Pieraccini, and W. Eckert, "A stochastic model of human-machine interaction for learning dialogue strategies," IEEE Trans. on Speech and Audio Processing, vol. 8, no. 1, pp. 11-23, 2000.
13. M.A. Walker, "An application of reinforcement learning to dialogue strategy selection in a spoken dialogue system for email," Journal of Artificial Intelligence Research, vol. 12, pp. 387-416, 2000.
14. B.-S. Lin and L.-S. Lee, "Computer-aided analysis and design for spoken dialogue systems based on quantitative simulations," IEEE Trans. on Speech and Audio Processing, vol. 9, no. 5, pp. 534-548, 2001.
15. T. Misu and T. Kawahara, "Speech-based interactive information guidance system, using question-answering technique," in ICASSP, 2007, pp. 145-148.
16. A. Park, T.Hazen, and J.R. Glass, "Automatic processing of audio lectures for information retrieval: Vocabulary selection and language modeling," in ICASSP, 2005, pp. 497-500.
17. T. Hori, I.L. Hetherlngton, T.J. Hazen, and J.R. Glass, "Open-vocabulary spoken utterance retrieval using confusion networks," in ICASSP, 2007, pp. 73-76.
18. J. Mamou, D.Carmel, and R. Hoory, "Spoken document retrieval from call-center conversations," in SIGIR, 2006, pp. 51-58.
19. Y.-C. Pan, C.-C Wang, Y.-C Hsieh, T.-H Lee, Y.-S Lee, Y.-S Fu, Y.-T Huang, and L.-S Lee, "A multi-modal dialogue system for information navigation and retrieval, across spoken document archives with topic hierarchies," in ASRU, 2005, pp. 370-380.
20. RS. Sutton and AG. Barto, Reinforcement Learning: An Introduction, MIT Press, 1998.
21. E. Levin and R. Pieraccini, "A stochastic model of computerhuman interaction for learning dialogue strategies," in Eurospeech, 1997, pp. 1883-1886.
22. M. Saraclar and R.Sproat, "Lattice-based search, for spoken utterance retrieval," in HLT, 2004.
23. C. Chelba and A. Acero, "Position specific posterior lattices for indexing speech," in ACL, Ann Arbor, 2005, pp. 443-450.
24. Z.-Y. Zhou, P. Yu, C. Chelba, and F. Seide, "Towards spoken-document retrieval for the internet: Lattice indexing for large-scale web-search architectures," in HLT, 2006, pp. 415-422.
25. K. Ng, Subword-based Approaches for Spoken Document Retrieval, Ph.D. thesis, Massachusetts Institute of Technology, 2000.
26. M. A. Siegler, Integration of Continuous Speech Recognition and Information Retrieval for Manually Optimal Performance, Ph.D. thesis, Carnegie Mellon University, 1999.
27. Logan B, P.Moreno, and O. Deshmukh, "Word and sub-word indexing approaches for reducing the effects of oov queries on spoken, audio," in HLT, 2002.
28. Y-C. Pan, H.-L. Chang, and L.-S. Lee, "Subword-based position specific posterior lattices (S-PSPL) for indexing speech information," in Interspeech, 2007.
29. B. Ma and H.-Z. Li, "A. phonotactic-semantic paradigm for automatic spoken document classification," in SIGIR, 2005, pp. 369-376.
30. R. W. White, "Evaluating implicit feedback models using searcher simulations," ACM Transactions on Information Systems, vol. 23, no. 3, pp. 325-361, 2005.
31. http://www.galaxy.csail.mit.edu/lectures/.
32. Y.-C. Hsieh, Y.-T. Huang, C.-C Wang, and L.-S Lee, "Improved spoken document retrieval with dynamic key term lexicon and probabilistic latent semantic analysis (plsa)," in ICASSP, 2006.
33. S.-L. Chuang and L.-F. Chien, "Taxonomy generation for text segments: A practical web-based approach," ACM Trans. Inf. Syst., vol. 23, no. 4, pp. 363-396, 2005.
34. Y.-C. Pan, J.-Y Chen, Y.-S Lee, Y-S Fu, and L.-S Lee, "Efficient interactive retrieval of spoken documents with key terms ranked by reinforcement learning," in Interspeech, 2006, pp. 1577-1580.
35. Y.-C. Pan and L.-S. Lee, "Simulation analysis for interactive retrieval of spoken documents with key terms ranked by reinforcement learning," in 1st International Workshop on Spoken Language Technology (SLT), 2006.
36. S. E. Robertson, "On term selection for query expansion," Jornal of Documentation, vol. 46, pp. 129-146, 1990.