Fbk-upv-uedin participation in the wmt14 quality estimation shared-Task

Proceedings of the Annual Meeting of the Association for Computational Linguistics

Volumn , Issue , 2014, Pages 322-328

  De Souza, Jose G C ^a   Rubio, Jesus Gonzalez ^b   Buck, Christian ^c   Turchi, Marco ^d   Negri, Matteo ^d  

^a UNIVERSITY OF TRENTO   (Italy)

^b UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

^c UNIVERSITY OF EDINBURGH   (United Kingdom)

^d FONDAZIONE BRUNO KESSLER   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; COMPUTER AIDED LANGUAGE TRANSLATION;

LEVEL-1; QUALITY ESTIMATION; STATISTICAL MACHINE TRANSLATION; UNIVERSITY OF EDINBURGH; VALENCIA;

MACHINE TRANSLATION;

EID: 85120003723     PISSN: 0736587X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. James Bergstra and Yoshua Bengio. 2012. Random Search for Hyper-Parameter Optimization. Journal of Machine Learning Research, 13:281?305.
2. John Blatz, Erin Fitzgerald, George Foster, Simona Gandrabur, Cyril Goutte, Alex Kulesza, Alberto Sanchis, and Nicola Ueffing. 2004. Confidence estimation for machine translation. In Proceedings of the international conference on Computational Linguistics, pages 315?321.
3. Ondrej Bojar, Christian Buck, Chris Callison-Burch, Christian Federmann, Barry Haddow, Philipp Koehn, Christof Monz, Matt Post, Radu Soricut, and Lucia Specia. 2013. Findings of the 2013 Workshop on Statistical Machine Translation. In Proceedings of the Eighth Workshop on Statistical Machine Translation, pages 1?44.
4. Peter F. Brown, Vincent J. Della Pietra, Stephen A. Della Pietra, and Robert L. Mercer. 1993. The mathematics of statistical machine translation: parameter estimation. Computational Linguistics, 19:263?311.
5. Christian Buck, Kenneth Heafield, and Bas van Ooyen. 2014. N-gram Counts and Language Models from the Common Crawl. In Proceedings of the Language Resources and Evaluation Conference.
6. Jose G. C. de Souza, Christian Buck, Marco Turchi, and Matteo Negri. 2013a. FBK-UEdin participation to the WMT13 Quality Estimation shared-Task. In Proceedings of the Eighth Workshop on Statistical Machine Translation, pages 352?358.
7. Jose G. C. de Souza, Miquel Espla-Gomis, Marco Turchi, and Matteo Negri. 2013b. Exploiting qualitative information from automatic word alignment for cross-lingual nlp tasks. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, pages 771?776.
8. Qin Gao and Stephan Vogel. 2008. Parallel implementations of word alignment tool. In Software Engineering, Testing, and Quality Assurance for Natural Language Processing, pages 49?57.
9. Pierre Geurts, Damien Ernst, and Louis Wehenkel. 2006. Extremely randomized trees. Machine Learning, 63(1):3?42.
10. Jesus Gonzalez-Rubio, Jose R. Navarro-Cerdan, and Francisco Casacuberta. 2013. Partial least squares for word confidence estimation in machine translation. In 6th Iberian Conference on Pattern Recognition and Image Analysis, (IbPRIA) LNCS 7887, pages 500?508. Springer.
11. Alex Graves. 2008. Rnnlib: A recurrent neural network library for sequence learning problems. http://sourceforge.net/projects/ rnnl/.
12. Vladimir Levenshtein. 1966. Binary codes capable of correcting deletions, insertions and reversals. Soviet Physics Doklady, 10(8):707?710.
13. Ngoc-Quang Luong, Laurent Besacier, and Benjamin Lecouteux. 2014. Word confidence estimation and its integration in sentence quality estimation for machine translation. In Knowledge and Systems Engineering, volume 244, pages 85?98. Springer.
14. F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, and E. Duchesnay. 2011. Scikit-learn : Machine Learning in Python. Journal of Machine Learning Research, 12:2825?2830.
15. Alberto Sanchis, Alfons Juan, and Enrique Vidal. 2007. Estimation of confidence measures for machine translation. In Proceedings of the Machine Translation Summit XI, pages 407?412.
16. Helmut Schmid. 1994. Probabilistic part-of-speech tagging using decision trees. In Proceedings of International Conference on New Methods in Language Processing, volume 12, pages 44?49.
17. Matthew Snover, Bonnie Dorr, Richard Schwartz, Linnea Micciulla, and John Makhoul. 2006. A Study of Translation Edit Rate with Targeted Human Annotation. In Association for Machine Translation in the Americas.
18. Lucia Specia, Kashif Shah, Jose G. C. de Souza, and Trevor Cohn. 2013. QuEst?a translation quality estimation framework. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, pages 79?84.
19. Nicola Ueffing and Hermann Ney. 2007. Wordlevel confidence estimation for machine translation. Computational Linguistics, 33:9?40.
20. Richard Zens and Hermann Ney. 2006. N-gram posterior probabilities for statistical machine translation. In Proceedings of the Workshop on Statistical Machine Translation, pages 72?77.