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» Machine Translation with Lattices and Forests

137

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ACL
2012

239views Computational Linguistics» more ACL 2012»

Akamon: An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation

13 years 4 months ago

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We describe Akamon, an open source toolkit for tree and forest-based statistical machine translation (Liu et al., 2006; Mi et al., 2008; Mi and Huang, 2008). Akamon implements all...

Xianchao Wu, Takuya Matsuzaki, Jun-ichi Tsujii

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ACL
2011

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Machine Translation System Combination by Confusion Forest

14 years 5 months ago

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Taro Watanabe, Eiichiro Sumita

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EMNLP
2008

130views Natural Language Processing» more EMNLP 2008»

Lattice Minimum Bayes-Risk Decoding for Statistical Machine Translation

15 years 3 months ago

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We present Minimum Bayes-Risk (MBR) decoding over translation lattices that compactly encode a huge number of translation hypotheses. We describe conditions on the loss function t...

Roy Tromble, Shankar Kumar, Franz Josef Och, Wolfg...

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129

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EMNLP
2010

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Minimum Error Rate Training by Sampling the Translation Lattice

14 years 11 months ago

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Minimum Error Rate Training is the algorithm for log-linear model parameter training most used in state-of-the-art Statistical Machine Translation systems. In its original formula...

Samidh Chatterjee, Nicola Cancedda

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EACL
2009
ACL Anthology

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Lattice Parsing to Integrate Speech Recognition and Rule-Based Machine Translation

16 years 2 months ago

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