Generating complex morphology for machine translation

ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics

Volumn , Issue , 2007, Pages 128-135

  Minkov, Einat ^a   Toutanova, Kristina ^b   Suzuki, Hisami ^b  

^a Carnegie Mellon University   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX MORPHOLOGY; KNOWLEDGE SOURCES; MACHINE TRANSLATIONS; PREDICTION ACCURACY; PROBABILISTIC MODELS; SYNTACTIC FEATURES; TARGET LANGUAGE; TRI GRAMS;

COMPUTER AIDED LANGUAGE TRANSLATION; SYNTACTICS;

COMPUTATIONAL LINGUISTICS;

EID: 84860527733     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. Tim Buckwalter. 2004. Buckwalter arabic morphological analyzer version 2.0.
2. Philip Clarkson and Roni Rosenfeld. 1997. Statistical language modelling using the CMU cambridge toolkit. In Eurospeech.
3. Kevin Duh and Kathrin Kirchhoff. 2004. Automatic learning of language model structure. In COLING.
4. Ilknur Durgar El-Kahlout and Kemal Oflazer. 2006. Initial explorations in English to Turkish statistical machine translation. In NAACL workshop on statistical machine translation.
5. Sharon Goldwater and David McClosky. 2005. Improving statistical MT through morphological analysis. In EMNLP.
6. Nizar Habash and Owen Rambow. 2005. Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop. In ACL.
7. Philipp Koehn and Kevin Knight. 2003. Empirical methods for compound splitting. In EACL.
8. Philipp Koehn. 2005. Europarl: A parallel corpus for statistical machine translation. In MT Summit.
9. Young-Suk Lee. 2004. Morphological analysis for statistical machine translation. In HLT-NAACL.
10. Mohamed Maamouri, Ann Bies, Tim Buckwalter, and Hubert Jin. 2005. Arabic Treebank: Part 1 v 3.0. Linguistic Data Consortium.
11. AndrewMcCallum, Dayne Freitag, and Fernando C. N. Pereira. 2000. Maximum entropy markov models for information extraction and segmentation. In ICML.
12. Sonja Nießen and Hermann Ney. 2004. Statistical machine translation with scarce resources using morpho-syntactic information. Computational Linguistics, 30(2):181-204.
13. Franz Josef Och and Hermann Ney. 2000. Improved statistical alignment models. In ACL.
14. Maja Popović and Hermann Ney. 2004. Towards the use of word stems and suffixes for statistical machine translation. In LREC.
15. Chris Quirk, Arul Menezes, and Colin Cherry. 2005. Dependency tree translation: Syntactically informed phrasal SMT. In ACL.
16. Hisami Suzuki and Kristina Toutanova. 2006. Learning to predict case markers in Japanese. In COLING-ACL.
17. Kristina Toutanova. 2006. Competitive generative models with structure learning for NLP classification tasks. In EMNLP.