283 search results - page 1 / 57 » Improving Statistical Word Alignment with Ensemble Methods |
IJCNLP
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. This paper proposes an approach to improve statistical word alignment with ensemble methods. Two ensemble methods are investigated: bagging and cross-validation committee...
EMNLP
2009
13 years 2 months ago
2009
We present a method to align words in a bitext that combines elements of a traditional statistical approach with linguistic knowledge. We demonstrate this approach for Arabic-Engl...
AMTA
2004
Springer
13 years 10 months ago
2004
Springer
In conventional word alignment methods, some employ statistical models or statistical measures, which need large-scale bilingual sentencealigned training corpora. Others employ dic...
FINTAL
2006
13 years 8 months ago
2006
This paper investigates the combination of word-alignments computed with the competitive linking algorithm and well-established IBM models. New training methods for phrase-based st...
ACL
2006
13 years 6 months ago
2006
This paper proposes a semi-supervised boosting approach to improve statistical word alignment with limited labeled data and large amounts of unlabeled data. The proposed approach ...