Mining comparable bilingual text corpora for cross-language information integration

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Volumn , Issue , 2005, Pages 691-696

  Tao, Tao ^a   Zhai, Chengxiang ^a  

^a University of Illinois at Urbana Champaign   (United States)

Author keywords

Comparable corpora; Cross lingual text mining; Document alignment; Frequency correlation

Indexed keywords

COMPARABLE CORPORA; CROSS-LINGUAL TEXT MINING;

CORRELATION METHODS; LINGUISTICS; MAPPING;

DATA MINING;

EID: 32344453839     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1081870.1081958     Document Type: Conference Paper

References (20)

1. J. Allan et al. Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval. SIGIR Forum, 37(1):31-47, 2003.
2. L. Ballesteros and W. B. Croft. Resolving ambiguity for cross-language retrieval. In Research and Development in Information Retrieval, pages 64-71, 1998.
3. A. Berger and J. Lafferty. Information retrieval as statistical translation. In Proceedings of the 1999 ACM SIGIR Conference on Research and Development in Information Retrieval, pages 222-229, 1999.
4. T. M. Cover and J. Thomas. Elements of Information Theory. Wiley, 1991.
5. M. Franz, J. S. McCarley, and S. Roukos. Ad hoc and multilingual information retrieval at IBM. In Text REtrieval Conference, pages 104-115, 1998.
6. P. Fung. A pattern matching method for finding noun and proper noun translations from noisy parallel corpora. In Proceedings of ACL 1995, pages 236-243, 1995.
7. M. Kay and M. Roscheisen. Text translation alignment. Computational Linguistics, 19(1):75-102, 1993.
8. H. Masuichi, R. Flournoy, S. Kaufmann, and S. Peters. A bootstrapping method for extracting bilingual text pairs. In Proc. 18th COLINC, 2000.
9. J. Ponte and W. B. Croft. A language modeling approach to information retrieval. In Proceedings of the ACM SIGIR'98, pages 275-281, 1998.
10. R. Rapp. Identifying word translations in non-parallel texts. In Proceedings of ACL 1995, pages 320-322, 1995.
11. S. Robertson and S. Walker. Some simple effective approximations to the 2-poisson model for probabilistic weighted retrieval. In Proceedings of SIGIR'94, pages 232-241, 1994.
12. S. E. Robertson, S. Walker, S. Jones, M. M.Hancock-Beaulieu, and M. Gatford. Okapi at TREC-3. In D. K. Harman, editor, The Third Text REtrieval Conference (TREC-3), pages 109-126, 1995.
13. F. Sadat, M. Yoshikawa, and S. Uemura. Bilingual terminology acquisition from comparable corpora and phrasal translation to cross-language information retrieval. http://acl.ldc.upenn.edu/P/P03/P03-2025.pdf.
14. G. Salton and M. McGill. Introduction to Modern Information Retrieval McGraw-Hill, 1983.
15. K. Tanaka and H. Iwasaki. Extraction of lexical translation from non-aligned corpora. In Proceedings of COLING 1996, 1996.
16. J. Veronis. Parallel text processing: Alignment and use of translation corpora. In Kluwer Academic Publishers., 2000.
17. J. Xu, R. Weischedel, and C. Nguyen. Evaluating a probabilistic model for cross-lingual information retrieval. In Proceedings of ACM SIGIR 2001, 2001.
18. C. Zhai and J. Lafferty. A study of smoothing methods for language models applied to ad hoc information retrieval. In Proceedings of SIGIR'01, pages 334-342, Sept 2001.
19. C. Zhai and J. Lafferty. Two-stage language models for information retrieval. In Proceedings of SIGIR '02, pages 49-56, Aug 2002.
20. C. Zhai, A. Velivelli, and B. Yu. A cross-collection mixture model for comparative text mining. In Proceedings of KDD 2004, 2004.