Extensions to HMM-based Statistical Word Alignment Models

Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, EMNLP 2002

Volumn , Issue , 2002, Pages 87-94

  Toutanova, Kristina ^a   Ilhan, H Tolga ^a   Manning, Christopher D ^a  

^a Stanford University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; COMPUTER AIDED LANGUAGE TRANSLATION; MACHINE TRANSLATION; NATURAL LANGUAGE PROCESSING SYSTEMS;

ALIGNMENT ACCURACY; BIGRAMS; HMM MODELS; HMM-BASED; PART-OF-SPEECH TAGGER; PART-OF-SPEECH TAGS; STATISTICAL MACHINE TRANSLATION; VITERBI; WORD ALIGNMENT; WORD LEVEL;

ALIGNMENT;

EID: 85146430748     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. P. Brown, S. Della Pietra, V. Della Pietra, and R. Mercer. 1993. The mathematics of statistical machine translation: Parameter estimation. In Computational Linguistics, volume 19(2), pages 263–311.
2. Pascale Fung and Dekai Wu. 1995. Coerced markov models for cross-lingual tag relations. In Sixth International Conference on Theoretical and Methodological Issues in Machine Translation, volume 1, pages 240–255.
3. Dan I. Melamed. 2000. Models of translational equivalence among words. In Computational Linguistics, volume 26(2), pages 221–249.
4. F. Och and H. Ney. 2000a. A comparison of alignment models for statistical machine translation. In Proc. COLING’00: The 18th Int. Conf. on Computational Linguistics, pages 1086–1090.
5. F. Josef Och and H. Ney. 2000b. Improved statistical alignment models. In Proc. of the 39th Annual Meeting of the ACL.
6. F. Och, C. Tillmann, and H. Ney. 1999. Improved alignment models for statistical machine translation. In Proc. of the Joint Conf. of Empirical Methods in Natural Language Processing and Very Large Corpora, pages 20–28.
7. S. Vogel, H. Ney, and C. Tillmann. 1996. Hmm-based word alignment in statistical translation. In Proc. COLING’96: The 16th Int. Conf. on Computational Linguistics, pages 836– 841.
8. K. Yamada and K. Knight. 2001. A syntax-based statistical translation model. In Proc. of the 39th Annual Meeting of the ACL, pages 523–530.