confusion networks | Sciweavers

41

EMNLP
2009

137views Natural Language Processing» more EMNLP 2009»

Lattice-based System Combination for Statistical Machine Translation

13 years 10 months ago

Current system combination methods usually use confusion networks to find consensus translations among different systems. Requiring one-to-one mappings between the words in candid...

Yang Feng, Yang Liu, Haitao Mi, Qun Liu, Yajuan L&...

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39

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EMNLP
2008

94views Natural Language Processing» more EMNLP 2008»

Complexity of Finding the BLEU-optimal Hypothesis in a Confusion Network

14 years 1 months ago

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Confusion networks are a simple representation of multiple speech recognition or translation hypotheses in a machine translation system. A typical operation on a confusion network...

Gregor Leusch, Evgeny Matusov, Hermann Ney

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31

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ACL
2008

108views Computational Linguistics» more ACL 2008»

Machine Translation System Combination using ITG-based Alignments

14 years 1 months ago

Download www.clsp.jhu.edu

Given several systems' automatic translations of the same sentence, we show how to combine them into a confusion network, whose various paths represent composite translations...

Damianos Karakos, Jason Eisner, Sanjeev Khudanpur,...

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