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» Forest Rescoring: Faster Decoding with Integrated Language M...
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ACL
2007
13 years 6 months ago
Forest Rescoring: Faster Decoding with Integrated Language Models
Efficient decoding has been a fundamental problem in machine translation, especially with an integrated language model which is essential for achieving good translation quality. ...
Liang Huang, David Chiang
ACL
2012
11 years 7 months ago
Akamon: An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation
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
EMNLP
2010
13 years 2 months ago
Efficient Incremental Decoding for Tree-to-String Translation
Syntax-based translation models should in principle be efficient with polynomially-sized search space, but in practice they are often embarassingly slow, partly due to the cost of...
Liang Huang, Haitao Mi