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EMNLP
2004
13 years 9 months ago
Statistical Significance Tests for Machine Translation Evaluation
If two translation systems differ differ in performance on a test set, can we trust that this indicates a difference in true system quality? To answer this question, we describe b...
Philipp Koehn
ACL
2010
13 years 5 months ago
TrustRank: Inducing Trust in Automatic Translations via Ranking
The adoption of Machine Translation technology for commercial applications is hampered by the lack of trust associated with machine-translated output. In this paper, we describe T...
Radu Soricut, Abdessamad Echihabi
ACL
2007
13 years 9 months ago
Tailoring Word Alignments to Syntactic Machine Translation
Extracting tree transducer rules for syntactic MT systems can be hindered by word alignment errors that violate syntactic correspondences. We propose a novel model for unsupervise...
John DeNero, Dan Klein
COLING
2010
13 years 2 months ago
Hierarchical Phrase-based Machine Translation with Word-based Reordering Model
Hierarchical phrase-based machine translation can capture global reordering with synchronous context-free grammar, but has little ability to evaluate the correctness of word order...
Katsuhiko Hayashi, Hajime Tsukada, Katsuhito Sudoh...
EMNLP
2009
13 years 5 months ago
Better Synchronous Binarization for Machine Translation
Binarization of Synchronous Context Free Grammars (SCFG) is essential for achieving polynomial time complexity of decoding for SCFG parsing based machine translation systems. In t...
Tong Xiao, Mu Li, Dongdong Zhang, Jingbo Zhu, Ming...