Query expansion for Mixed-Script information retrieval

SIGIR 2014 - Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval

Volumn , Issue , 2014, Pages 677-686

  Gupta, Parth ^a   Bali, Kalika ^b   Banchs, Rafael E ^c   Choudhury, Monojit ^b   Rosso, Paolo ^a  

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

^b MICROSOFT RESEARCH   (United States)

^c INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

Deep learning; Mixed Script information retrieval; Transliteration

Indexed keywords

FORMAL CONCEPT ANALYSIS; SEARCH ENGINES;

ABSTRACT SPACE; AD-HOC RETRIEVALS; DEEP-LEARNING; EMPIRICAL ANALYSIS; EVALUATION RESULTS; QUERY EXPANSION; TRANSLITERATION; USER-GENERATED;

INFORMATION RETRIEVAL;

EID: 84904551210     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2600428.2609622     Document Type: Conference Paper

References (34)

1. U. Z. Ahmed, K. Bali, M. Choudhury, and S. VB. Challenges in designing input method editors for indian lan-guages: The role of word-origin and context. In Proceedings of the WTIM, pages 1-9, November 2011.
2. G. Amati. Frequentist and bayesian approach to information retrieval. In Proceedings of ECIR, pages 13-24, 2006.
3. H.-H. Chen, S.-J. Hueng, Y.-W. Ding, and S.-C. Tsai. Proper name translation in cross-language information retrieval. In Proceedings of ACL, pages 232-236, 1998.
4. M. Choudhury, K. Bali, K. Gupta, and N. Datha. Multilingual search for transliterated content. Patent number US 20120278302, 2012.
5. S. Deerwester, S. T. Dumais, G. W. Furnas, T. K. Landauer, and R. Harshman. Indexing by latent semantic analysis. Journal of the American Society for Information Science, 41(6):391-407, 1990.
6. N. Dua, K. Gupta, M. Choudhury, and K. Bali. Query completion without query logs for song search. In Proceedings of WWW (Companion Volume), pages 31-32, 2011.
7. E. N. Efthimiadis. How do greeks search the web?: A query log analysis study. In Proceedings of iNEWS, pages 81-84, 2008.
8. E. N. Efthimiadis, N. Malevris, A. Kousaridas, A. Lepeniotou, and N. Loutas. Non-english web search: an evaluation of indexing and searching the greek web. Information Retrieval, 12(3), 2009.
9. J. C. French, A. L. Powell, and E. Schulman. Applications of approximate word matching in information retrieval. In Proceedings of CIKM, pages 9-15, 1997.
10. P. V. Gehler, A. D. Holub, and M. Welling. The rate adapting poisson model for information retrieval and object recognition. In Proceedings of ICML, pages 337-344, 2006.
11. K. Gupta, M. Choudhury, and K. Bali. Mining Hindi-English transliteration pairs from online Hindi lyrics. In Proceedings of LREC, pages 2459-2465, 2012.
12. P. Gupta, R. E. Banchs, and P. Rosso. Squeezing bottlenecks: exploring the limits of autoencoder semantic representation capabilities. CoRR, abs/1402.3070, 2014.
13. P. Gupta, P. Rosso, and R. E. Banchs. Encoding transliteration variation through dimensionality reduction: FIRE Shared Task on Transliterated Search. In Fifth Forum for Information Retrieval Evaluation, 2013.
14. P. A. V. Hall and G. R. Dowling. Approximate string matching. ACM Comp. Surv., 12(4):381-402, 1980.
15. G. Hinton and R. Salakhutdinov. Reducing the dimensionality of data with neural networks. Science, 313(5786):504-507, 2006.
16. G. E. Hinton. Training products of experts by minimizing contrastive divergence. Neural Computation, 14(8):1771-1800, 2002.
17. S. C. Janarthanam, S. Subramaniam, and U. Nallasamy. Named entity transliteration for cross-language information retrieval using compressed word format mapping algorithm. In Proceedings of iNEWS, pages 33-38, 2008.
18. B. King and S. Abney. Labeling the languages of words in mixed-language documents using weakly supervised methods. In Proceedings of NAACL-HLT, pages 1110-1119, 2013.
19. K. Knight and J. Graehl. Machine transliteration. Comput. Linguist., 24(4):599-612, Dec. 1998.
20. S. Kumar and R. Udupa. Learning hash functions for cross-view similarity search. In Proceedings of IJCAI, pages 1360-1365, 2011.
21. A. Kumaran, M. M. Khapra, and H. Li. Report of news 2010 transliteration mining shared task. In Proceedings of NEWS, pages 21-28, 2010.
22. D. W. Oard, G.-A. Levow, and C. I. Cabezas. Clef experiments at maryland: Statistical stemming and backoff translation. In Proceedings of CLEF, pages 176-187, 2000.
23. D. Pal, P. Majumder, M. Mitra, S. Mitra, and A. Sen. Issues in searching for indian language web content. In Proceedings of iNEWS, pages 93-96, 2008.
24. Y. Qu, G. Grefenstette, and D. A. Evans. Automatic transliteration for Japanese-to-English text retrieval. In Proceedings of SIGIR, pages 353-360, 2003.
25. A. A. Raj and H. Maganti. Transliteration based search engine for multilingual information access. In Proceedings of CLIAWS3, pages 12-20, 2009.
26. R. Saha Roy, M. Choudhury, P. Majumder, and K. Agarwal. Overview and Datasets of FIRE 2013 Track on Transliterated Search. In Fifth Forum for Information Retrieval Evaluation, 2013.
27. R. Salakhutdinov and G. Hinton. Semantic hashing. Int. J. Approx. Reasoning, 50(7):969-978, July 2009.
28. R. Salakhutdinov and G. E. Hinton. Replicated softmax: an undirected topic model. In Proceedings of NIPS, pages 1607-1614, 2009.
29. V. B. Sowmya and V. Varma. Transliteration based text input methods for telugu. In Proceedings of ICCPOL, pages 122-132, 2009.
30. R. Udupa and M. M. Khapra. Improving the multilingual user experience of wikipedia using cross-language name search. In Proceedings of HLT-NAACL, pages 492-500, 2010.
31. R. Udupa and M. M. Khapra. Transliteration equivalence using canonical correlation analysis. In Proceedings of ECIR, pages 75-86, 2010.
32. X. Wang, A. Broder, E. Gabrilovich, V. Josifovski, and B. Pang. Cross-lingual query classification: A preliminary study. In Proceedings of iNEWS, pages 101-104, 2008.
33. D. Zhou, M. Truran, T. Brailsford, V. Wade, and H. Ashman. Translation techniques in cross-language information retrieval. ACM Comput. Surv., 45(1):1:1-1:44, Dec. 2012.
34. J. Zobel and P. Dart. Phonetic string matching: lessons from information retrieval. In Proceedings of SIGIR, pages 166-172, 1996.