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» Improving Statistical Word Alignment with Ensemble Methods

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ACL
2006

134views Computational Linguistics» more ACL 2006»

Semi-Supervised Training for Statistical Word Alignment

13 years 8 months ago

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We introduce a semi-supervised approach to training for statistical machine translation that alternates the traditional Expectation Maximization step that is applied on a large tr...

Alexander Fraser, Daniel Marcu

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TAL
2010
Springer

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Robust Semi-supervised and Ensemble-Based Methods in Word Sense Disambiguation

13 years 5 months ago

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Mihalcea [1] discusses self-training and co-training in the context of word sense disambiguation and shows that parameter optimization on individual words was important to obtain g...

Anders Søgaard, Anders Johannsen

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EMNLP
2010

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Combining Unsupervised and Supervised Alignments for MT: An Empirical Study

13 years 5 months ago

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Word alignment plays a central role in statistical MT (SMT) since almost all SMT systems extract translation rules from word aligned parallel training data. While most SMT systems...

Jinxi Xu, Antti-Veikko I. Rosti

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CVPR
2006
IEEE

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Aligning ASL for Statistical Translation Using a Discriminative Word Model

14 years 9 months ago

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We describe a method to align ASL video subtitles with a closed-caption transcript. Our alignments are partial, based on spotting words within the video sequence, which consists o...

Ali Farhadi, David A. Forsyth

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ACL
2004

94views Computational Linguistics» more ACL 2004»

Improving IBM Word Alignment Model 1

13 years 8 months ago