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» Discriminative Word Alignment by Linear Modeling
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ACL
2010
13 years 2 months ago
Hierarchical Search for Word Alignment
We present a simple yet powerful hierarchical search algorithm for automatic word alignment. Our algorithm induces a forest of alignments from which we can efficiently extract a r...
Jason Riesa, Daniel Marcu
ACL
2006
13 years 6 months ago
Soft Syntactic Constraints for Word Alignment through Discriminative Training
Word alignment methods can gain valuable guidance by ensuring that their alignments maintain cohesion with respect to the phrases specified by a monolingual dependency tree. Howev...
Colin Cherry, Dekang Lin
EMNLP
2010
13 years 2 months ago
Discriminative Word Alignment with a Function Word Reordering Model
We address the modeling, parameter estimation and search challenges that arise from the
Hendra Setiawan, Christopher Dyer, Philip Resnik
ACL
2006
13 years 6 months ago
Improved Discriminative Bilingual Word Alignment
For many years, statistical machine translation relied on generative models to provide bilingual word alignments. In 2005, several independent efforts showed that discriminative m...
Robert C. Moore, Wen-tau Yih, Andreas Bode