Listnet-based mt rescoring

10th Workshop on Statistical Machine Translation, WMT 2015 at the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015 - Proceedings

Volumn , Issue , 2015, Pages 248-255

  Niehues, Jan ^a   Do, Quoc Khanh ^b   Allauzen, Alexandre ^b   Waibel, Alex ^a  

^a KARLSRUHE INSTITUTE OF TECHNOLOGY   (Germany)

^b CNRS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; COMPUTATIONAL LINGUISTICS; LEARNING ALGORITHMS; NATURAL LANGUAGE PROCESSING SYSTEMS;

COMPLEX MODEL; LEARNING APPROACH; LINEAR COMBINATIONS; LOGLINEAR MODEL; MODEL-BASED OPC; N-BEST LIST; NETWORK-BASED; SINGLE ENTRY; SMT SYSTEMS; TRANSLATION MODELS;

LEARNING SYSTEMS;

EID: 85119330213     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Z. Cao, T. Qin, T.-Y. Liu, M.-F. Tsai, and H. Li. 2007. Learning to rank: From pairwise approach to listwise approach. In Proceedings of the 24th international conference on Machine learning, ICML'07, pages 129-136, New York, NY, USA. ACM.
2. M. Cettolo, J. Niehues, S. Stker, L. Bentivogli, and M. Federico. 2014. Report on the 11th iwslt evaluation campaign. In Proceedings of the 11th International Workshop on Spoken Language Translation (IWSLT 2014), Lake Tahoe, California, USA.
3. W. Chen, T. Liu, Y. Lan, Z. Ma, and H. Li. 2009. Ranking measures and loss functions in learning to rank. In Advances in Neural Information Processing Systems 22, pages 315-323.
4. Colin Cherry and George Foster. 2012. Batch tuning strategies for statistical machine translation. In Proceedings of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), pages 427-436, Montréal, Canada, June.
5. D. Chiang, Y. Marton, and P. Resnik. 2008. Online large-margin training of syntactic and structural translation features. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2008), Honolulu, Hawaii, USA.
6. E. Cho, T. Ha, J. Niehues, T. Herrmann, M. Mediani, Y. Zhang, and A. Waibel. 2015. The karlsruhe institute of technology translation systems for the wmt 2015. In Proceedings of the Tenth Workshop on Statistical Machine Translation (WMT 2015), Lisboa, Portugal.
7. H. Daumé III. 2004. Notes on CG and LM-BFGS optimization of logistic regression.
8. Michael Gutmann and Aapo Hyvärinen. 2010. Noisecontrastive estimation: A new estimation principle for unnormalized statistical models. In Yeh Whye Teh and Mike Titterington, editors, Proceedings of th International Conference on Artificial Intelligence and Statistics (AISTATS), volume 9, pages 297-304.
9. X. He and L. Deng. 2012. Maximum expected bleu training of phrase and lexicon translation models. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics(ACL 2012), pages 292-301, Jeju, Korea.
10. Teresa Herrmann. 2015. Linguistic Structure in Statistical Machine Translation. Ph.D. thesis, Karlsruhe Institute of Technology.
11. M. Hopkins and J. May. 2011. Tuning as ranking. In In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing.
12. P. Koehn, H. Hoang, A. Birch, C. Callison-Burch, M. Federico, N. Bertoldi, B. Cowan, W. Shen, C. Moran, R. Zens, C. Dyer, O. Bojar, A. Constantin, and E. Herbst. 2007. Moses: Open source toolkit for statistical machine translation. In Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL 2007), Prague, Czech Republic.
13. Hai-Son Le, Ilya Oparin, Alexandre Allauzen, Jean-Luc Gauvain, and François Yvon. 2011. Structured output layer neural network language model. In Proceedings of the International Conference on Audio, Speech and Signal Processing, pages 5524-5527.
14. Hai-Son Le, Alexandre Allauzen, and François Yvon. 2012. Continuous space translation models with neural networks. In Proceedings of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), pages 39-48, Montréal, Canada, June. Association for Computational Linguistics.
15. P. Liang, A. Bouchard-Côté, D. Klein, and B. Taskar. 2006. An end-to-end discriminative approach to machine translation. In Proceedings of the 44th Annual Meeting of the Association for Computational Linguistics (ACL 2006), pages 761-768, Sydney, Australia.
16. L. Liu, T. Watanabe, E. Sumita, and T. Zhao. 2013. Additive neural networks for statistical machine translation. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria, Bulgaria.
17. Andriy Mnih and Yeh Whye Teh. 2012. A fast and simple algorithm for training neural probabilistic language models. In Proceedings of the International Conference of Machine Learning (ICML).
18. J. Niehues and A. Waibel. 2012. Continuous space language models using restricted boltzmann machines. In Proceedings of the Ninth International Workshop on Spoken Language Translation (IWSLT 2012), Hong Kong.
19. F.J. Och. 2003. Minimum error rate training in statistical machine translation. In Proceedings of the 41th Annual Meeting of the Association for Computational Linguistics (ACL 2003), Sapporo, Japan.
20. K. Papineni, S. Roukos, T. Ward, and W.-jing Zhu. 2002. Bleu: A method for automatic evaluation of machine translation. In Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics (ACL 2002), pages 311-318, Philadelphia, Pennsylvania.
21. A.-V.I. Rosti, B. Zhang, S. Matsoukas, and R. Schwartz. 2011. Expected bleu training for graphs: Bbn system description for wmt11 system combination task. In Proceedings of the Sixth Workshop on Statistical Machine Translation (WMT 2011), pages 159-165, Edinburgh, UK.
22. I. Slawik, M. Mediani, J. Niehues, Y. Zhang, E. Cho, T. Herrmann, T. Ha, and A. Waibel. 2014. The kit translation systems for iwslt 2014. In Proceedings of the 11th International Workshop on Spoken Language Translation (IWSLT 2014), Lake Tahoe, USA.
23. T. Watanabe, J. Suzuki, H. Tsukada, and H. Isozaki. 2007. Online large-margin training for statistical machine translation. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2007), Prague, Czech Republic.