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» Efficient Search for Inversion Transduction Grammar

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EMNLP
2006

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Efficient Search for Inversion Transduction Grammar

13 years 5 months ago

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Hao Zhang, Daniel Gildea

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COLING
2010

164views Computational Linguistics» more COLING 2010»

An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation

12 years 11 months ago

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In statistical machine translation, decoding without any reordering constraint is an NP-hard problem. Inversion Transduction Grammars (ITGs) exploit linguistic structure and can w...

Yang Feng, Haitao Mi, Yang Liu, Qun Liu

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ACL
2009

133views Computational Linguistics» more ACL 2009»

Better Word Alignments with Supervised ITG Models

13 years 2 months ago

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This work investigates supervised word alignment methods that exploit inversion transduction grammar (ITG) constraints. We consider maximum margin and conditional likelihood objec...

Aria Haghighi, John Blitzer, John DeNero, Dan Klei...

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