Learning a spelling error model from search query logs

HLT/EMNLP 2005 - Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

Volumn , Issue , 2005, Pages 955-962

  Ahmad, Farooq ^a   Kondrak, Grzegorz ^a  

^a UNIVERSITY OF ALBERTA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

EDIT DISTANCE; ERROR MODEL; EXPECTATION-MAXIMIZATION ALGORITHMS; LANGUAGE MODEL; NOISY CHANNEL; SEARCH QUERIES; SPELLING CORRECTION; SPELLING ERRORS;

ALGORITHMS; COMPUTATIONAL LINGUISTICS; INFORMATION RETRIEVAL;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 80053274056     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Baeza-Yates, R. 2005. Web Usage Mining in Search Engines. Chapter 14 in Web Mining: Applications and Techniques. Ed. Anthony Scime. New York: Idea Group Publishing, 2005. 307-321.
2. Brill, E. and Cucerzan, S. 2004. Spelling correction as an iterative process that exploits the collective knowledge of web users. Proceedings of EMNLP 04. 293-300.
3. Brill, E. and Moore, R. 2000. An improved error model for noisy channel spelling correction. Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics. 286 - 293.
4. Damerau, F. March 1964. A technique for computer detection and correction of spelling errors. Communications of the ACM. 7(3):171-176.
5. Kernighan, M., Church, K., and Gale, W. 1990. A spelling correction program based on a noisy channel model. Proceedings of COLING 1990. 205-210.
6. Kucich, K. 1992. Techniques for automatically correcting words in text. ACM Computing Surveys. 24(4):377-439.
7. Philips, L. 1990. Hanging on the metaphone. Computer Language Magazine. 7(12):39.
8. Ristad, E. and Yianilos, P. 1997. Learning string edit distance. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(5):522-532.
9. Toutanova, K. and Moore, R. 2002. Pronunciation modeling for improved spelling correction. Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics. 144-151.
10. Wagner, R. and Fischer, M. January 1974. The string-to-string correction problem. Journal of the ACM. 21(1):168-173.
11. Wu, S. and Manber, U. 1992. Fast text searching allowing errors. Communications of the ACM. 35(10):83-91.