Beyond log-linear models: Boosted minimum error rate training for N-best Re-ranking

ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference

Volumn , Issue , 2008, Pages 37-40

  Duh, Kevin ^a   Kirchhoff, Katrin ^a  

^a University of Washington   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BOOSTING ALGORITHM; LOGLINEAR MODEL; MACHINE TRANSLATIONS; MINIMUM ERROR RATE; POTENTIAL PROBLEMS; RE-RANKING; TRAINING DATA; WEAK LEARNER;

ALGORITHMS; COMPUTATIONAL LINGUISTICS;

REGRESSION ANALYSIS;

EID: 84859907898     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. M. Collins and T. Koo. 2005. Discriminative reranking for natural langauge parsing. Computational Linguistics, 31(1).
2. Y. Freund, R. Iyer, R.E. Schapire, and Y. Singer. 2003. An efficient boosting algorithm for combining preferences. Journal of Machine Learning Research, 4.
3. K. Kirchhoff and M. Yang. 2007. The UW machine translation system for IWSLT 2007. In IWSLT.
4. T. Kudo, J. Suzuki, and H. Isozaki. 2005. Boostingbased parse reranking with subtree features. In ACL.
5. L. Mason, J. Baxter, P. Bartless, and M. Frean. 2000. Boosting as gradient descent. In NIPS.
6. F.J. Och et al. 2004. A smorgasbord of features for statistical machine translation. In HLT/NAACL.
7. F.J. Och. 2003. Minimum error rate training in statistical machine translation. In ACL.
8. R. E. Schapire and Y. Singer. 1999. Improved boosting algorithms using confidence-rated predictions. Machine Learning, 37(3).
9. L. Shen, A. Sarkar, and F.J. Och. 2004. Discriminative reranking for machine translation. In HLT-NAACL.
10. D. Smith and J. Eisner. 2006. Minimum risk annealing for training log-linear models. In Proc. of COLING/ACL Companion Volume.
11. A. Venugopal, A. Zollmann, and A. Waibel. 2005. Training and evaluating error minimization rules for SMT. In ACL Workshop on Building/Using Parallel Texts.
12. J. Xu and H. Li. 2007. AdaRank: A boosting algorithm for information retrieval. In SIGIR.