NeurAlign: Combining word alignments using neural networks

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

Volumn , Issue , 2005, Pages 65-72

  Ayan, Necip Fazil ^a   Dorr, Bonnie J ^a   Monz, Christof ^a  

^a University of Maryland ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALIGNMENT SYSTEM; CLASSIFIER ENSEMBLES; LINGUISTIC FEATURES; NEURAL NETWORK MODEL; PATTERN CLASSIFICATION PROBLEMS; RELATIVE ERRORS; WORD ALIGNMENT;

CLASSIFICATION (OF INFORMATION); COMPUTATIONAL LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS; NEURAL NETWORKS;

ALIGNMENT;

EID: 34748900125     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Steven Abney, Robert E. Schapire, and Yoram Singer. 1999. Boosting applied to tagging and PP attachment. In Proceedings of EMNLP'1999, pages 38-45.
2. Necip F. Ayan, Bonnie J. Dorr, and Nizar Habash. 2004. Multi- Align: Combining linguistic and statistical techniques to improve alignments for adaptable MT. In Proceedings of AMTA'2004, pages 17-26. (Pubitemid 39747164)
3. Eric Brill and Jun Wu. 1998. Classifier combination for improved lexical disambiguation. In Proc. of ACL'1998.
4. Colin Cherry and Dekang Lin. 2003. A probability model to improve word alignment. In Proceedings of ACL'2003.
5. Micheal Collins. 1997. Three generative lexicalized models for statistical parsing. In Proceedings of ACL'1997.
6. Mona Diab and Philip Resnik. 2002. An unsupervised method for word sense tagging using parallel corpora. In Proceedings of ACL'2002.
7. Bonnie J. Dorr, Lisa Pearl, Rebecca Hwa, and Nizar Habash. 2002. DUSTer: A method for unraveling cross-language divergences for statistical word-level alignment. In Proceedings of AMTA'2002.
8. Radu Florian and David Yarowsky. 2002. Modeling consensus: Classifier combination for word sense disambiguation. In Proceedings of EMNLP'2002, pages 25-32.
9. L. Hansen and P. Salamon. 1990. Neural network ensembles. IEEE Transactions on Pattern Analysis and Machine Intelligence, 12:993-1001.
10. John C. Henderson and Eric Brill. 2000. Bagging and boosting a treebank parser. In Proceedings of NAACL'2000.
11. Philip Koehn, Franz J. Och, and Daniel Marcu. 2003. Statistical phrase-based translation. In Proceedings of NAACL/HLT'2003.
12. Yang Liu, Qun Liu, and Shouxun Lin. 2005. Log-linear models for word alignment. In Proceedings of ACL'2005.
13. I. Dan Melamed. 2000. Models of translational equivalence among words. Computational Linguistics, 26(2):221-249.
14. Marvin Minsky. 1999. Logical Versus Analogical or Symbolic Versus Connectionist or Neat Versus Scruffy. AI Magazine, 12:34-51.
15. Franz J. Och and Hermann Ney. 2000. Improved statistical alignment models. In Proceedings of ACL'2000.
16. Franz J. Och and Hermann Ney. 2003. A systematic comparison of various statistical alignment models. Computational Linguistics, 29(1):9-51, March.
17. Adwait Ratnaparkhi. 1996. A maximum entropy part-of speech tagger. In Proceedings of EMNLP'1996.
18. Martin Riedmiller and Heinrich Braun. 1993. A direct adaptive method for faster backpropagation learning: The RPROP algorithm. In Proceedings of the IEEE Intl. Conf. on Neural Networks, pages 586-591.
19. Jorg Tiedemann. 2003. Combining clues for word alignment. In Proceedings of EACL'2003, pages 339-346.
20. Kristina Toutanova, H. Tolga Ilhan, and Christopher D. Manning. 2002. Extensions to HMM-based statistical word alignment models. In Proceedings of EMNLP'2002.
21. Kagan Tumer and Joydeep Ghosh. 1996. Error correlation and error reduction in ensemble classifiers. Connection Science, Special Issue on Combining Artificial Neural Networks: Ensemble Approaches, 8(3-4):385-404, December.
22. David H. Wolpert. 1992. Stacked generalization. Neural Networks, 5(2):241-259.
23. David Yarowsky, Grace Ngai, and Richard Wicentowski. 2001. Inducing multilingual text analysis tools via robust projection across aligned corpora. In Proceedings of HLT'2001.