Exploiting Query Click Logs for Domain Detection in Spoken Language Understanding
作者： Dilek Hakkani-Tur , Larry Paul Heck , Gokhan Tur
DOI:
关键词: RDF query language 、 Information retrieval 、 Natural language processing 、 Spoken language 、 Web search query 、 Search engine 、 Training set 、 Artificial intelligence 、 Domain (software engineering) 、 Link data 、 Query expansion 、 Computer science
摘要: Domain detection training in a spoken language understanding system may be provided. Log data associated with search engine, each query, received. A domain label for query identified and the link provided to set model.
lens.org 参考文章(14)
Bassam Jabaian, Fabrice Lefèvre, Laurent Besacier, Investigating multiple approaches for SLU portability to a new language conference of the international speech communication association. pp. 2502- 2505 ,(2010)
Gi-Chai Hong, So-Hyun Son, Beoung-Xu Moon, Jong-Cheol Song, Hyun-Soo Chung, Seong-Yong Lee, System for automatically classifying documents by category learning using a genetic algorithm and a term cluster and method thereof ,(2001)
Dilek Hakkani-Tur, Larry Heck, Gokhan Tur, Exploiting query click logs for utterance domain detection in spoken language understanding 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp. 5636- 5639 ,(2011) , 10.1109/ICASSP.2011.5947638
Amit Singhal, Mandar Mitra, Chris Buckley, Learning routing queries in a query zone international acm sigir conference on research and development in information retrieval. ,vol. 31, pp. 25- 32 ,(1997) , 10.1145/258525.258530
Adish Singla, Ryen W. White, Sampling high-quality clicks from noisy click data the web conference. pp. 1187- 1188 ,(2010) , 10.1145/1772690.1772867
William Arthur Gale, David Dolan Lewis, Jason A. Catlett, Training apparatus and method ,(1994)
John T. Morelock, Timothy L. Humphrey, James S. Wiltshire, James M. Peck, X. Allen Lu, Salahuddin Ahmed, System and method for classifying legal concepts using legal topic scheme ,(2000)
R. Pieraccini, E. Tzoukermann, Z. Gorelov, J.-L. Gauvain, E. Levin, C.-H. Lee, J.G. Wilpon, A speech understanding system based on statistical representation of semantics international conference on acoustics, speech, and signal processing. ,vol. 1, pp. 193- 196 ,(1992) , 10.1109/ICASSP.1992.225939
Gokhan Tur, Dilek Hakkani-Tür, Robert E. Schapire, Combining active and semi-supervised learning for spoken language understanding Speech Communication. ,vol. 45, pp. 171- 186 ,(2005) , 10.1016/J.SPECOM.2004.08.002
Xiao Li, Ye-Yi Wang, Alex Acero, Learning query intent from regularized click graphs Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '08. pp. 339- 346 ,(2008) , 10.1145/1390334.1390393