Improving statistical word alignment with ensemble methods

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3651 LNAI, Issue , 2005, Pages 462-473

  Wu, Hua ^a   Wang, Haifeng ^a  

^a Toshiba China Co Ltd   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; DATABASE SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS; STATISTICS; SYNTACTICS;

CROSS-VALIDATION COMMITTEES; STATISTICAL WORD ALIGNMENT; UNWEIGHTED VOTING;

WORD PROCESSING;

EID: 33645965865     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11562214_41     Document Type: Conference Paper

References (17)

1. th Int. Conf. on Computational Linguistics (ACL/COLING-1998), 29-35
2. Breiman, L.: Bagging Predicators. Machine Learning (1996), 24(1): 123-140
3. Brown, P. F., Pietra, S. D., Pietra, V. D., Mercer, R.: The Mathematics of Statistical Machine Translation: Parameter Estimation. Computational Linguistics (1993), 19(2): 263-311
4. st Annual Meeting of the Association for Computational Linguistics (ACL-2003), pp. 88-95
5. Dietterich, T.: Machine Learning Research: Four Current Directions. AI Magazine (1997), 18 (4): 97-136
6. Dietterich, T.: Ensemble Methods in Machine Learning. In Proc. of the First Int. Workshop on Multiple Classifier Systems (2000), 1-15
7. Freund, Y., Schapire, R.: Experiments with a new boosting algorithm. In Machine Learning: Proc. of the Thirteenth International Conference (1996), 148-156
8. th Int. Conf. on Computational Linguistics (COLING-2004), 219-225
9. nd Conf. of the Association for Machine Translation in the Americas (AMTA-1996), 125-134
10. Menezes, A., Richardson, S.D.: A Best-first Alignment Algorithm for Automatic Extraction of Transfer Mappings from Bilingual Corpora. In Proc. of the ACL 2001 Workshop on Data-Driven Methods in Machine Translation (2001), 39-46
11. th Annual Meeting of the Association for Computational Linguistics (ACL-2000), 440-447
12. Parmanto, B., Munro, P., Doyle, H.: Improving Committee Diagnosis with Resampling Techniques. In Touretzky, D., Mozer, M., Hasselmo, M. (Ed.): Advances in Neural Information Processing Systems (1996), Vol. 8, 882-888
13. Smadja, F. A., McKeown, K. R., Hatzivassiloglou, V.: Translating Collocations for Bilingual Lexicons: a Statistical Approach. Computational Linguistics (1996), 22(1):l-38
14. Somers, H.: Review Article: Example-Based Machine Translation. Machine Translation (1999), 14: 113-157
15. rd Int. Conf. on Language Resources and Evaluation (LREC-2002), 458-465
16. Wu, D.: Stochastic Inversion Transduction Grammars and Bilingual Parsing of Parallel Corpora. Computational Linguistics (1997), 23(3): 377-403
17. th Conf. of the Association for Machine Translation in the Americas (AMTA-2004), 262-271