Confidence Estimation for Translation Prediction

Proceedings of the 7th Conference on Natural Language Learning, CoNLL 2003 at HLT-NAACL 2003

Volumn , Issue , 2003, Pages 95-102

  Gandrabur, Simona ^a   Foster, George ^a  

^a UNIVERSITÉ DE MONTRÉAL   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; COMPUTER AIDED LANGUAGE TRANSLATION; LEARNING ALGORITHMS; NEURAL MACHINE TRANSLATION;

'CURRENT; CONFIDENCE ESTIMATION; LEARN+; MACHINE LEARNING APPROACHES; MODEL PREDICTION; ORIGINAL MODEL; PREDICTION-BASED; PROBABILITY OF CORRECTNESS; STATISTICAL MACHINE TRANSLATION; TRANSLATION MODELS;

MULTILAYER NEURAL NETWORKS;

EID: 79959643721     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Christopher M. Bishop. 1995. Neural Networks for Pattern Recognition. Oxford.
2. Peter F. Brown, Stephen A. Della Pietra, Vincent Della J. Pietra, and Robert L. Mercer. 1993. The mathematics of Machine Translation: Parameter estimation. Computational Linguistics, 19(2):263–312, June.
3. R. Collobert, S. Bengio, and J. Mariéthoz. 2002. Torch: a modular machine learning software library. Technical Report IDIAP-RR 02-46, IDIAP.
4. George Foster, Philippe Langlais, and Guy Lapalme. 2002a. Text prediction with fuzzy alignments. In Stephen D. Richardson, editor, Proceedings of the 5th Conference of the Association for Machine Translation in the Americas, Tiburon, California, October. Springer-Verlag.
5. George Foster, Philippe Langlais, and Guy Lapalme. 2002b. User-friendly text prediction for translators. In Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing (EMNLP), Philadelphia, PA.
6. George Foster. 2000. Incorporating position information into a Maximum Entropy / Minimum Divergence translation model. In Proceedings of the 4th Computational Natural Language Learning Workshop (CoNLL), Lisbon, Portugal, September. ACL SigNLL.
7. Didier Guillevic, Simona Gandrabur, and Yves Normandin. 2002. Robust semantic confidence scoring. In Proceedings of the 7th International Conference on Spoken Language Processing (ICSLP) 2002, Denver, Colorado, September.
8. L. Mangu, E. Brill, and A. Stolcke. 2000. Finding consensus in speech recognition: word error minimization and other applications of confusion networks. Computer Speech and Language, 14(4):373–400.
9. R. Manmatha and H. Sever. 2002. A formal approach to score normalization for meta-search. In M. Marcus, editor, Proceedings of HLT 2002, Second International Conference on Human Language Technology Research, pages 98–103, San Francisco. Morgan Kaufmann.
10. P. Moreno, B. Logan, and B. Raj. 2001. A boosting approach for confidence scoring. In Eurospeech.
11. A. Sanchis, A. Juan, and E. Vidal. 2003. A simple hybrid aligner for generating lexical correspondences in parallel texts. In ICASSP 2003, pages 29–35.
12. A. Stolcke, Y. Koenig, and M. Weintraub. 1997. Explicit word error minimization in n-best list rescoring. In Proc. 5th Eur. Conf. Speech Communication and Technology, volume 1, pages 163–166.
13. Frank Wessel, Ralf Schlüter, Klaus Macherey, and Hermann Ney. 2001. Confidence measures for large vocabulary continuous speech recognition. IEEE Transactions on Speech and Audio Processsing, 9(3):288–298.