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» A Part-of-Speech-Based Alignment Algorithm
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IDA
2007
Springer
15 years 10 months ago
Learning to Align: A Statistical Approach
We present a new machine learning approach to the inverse parametric sequence alignment problem: given as training examples a set of correct pairwise global alignments, find the p...
Elisa Ricci, Tijl De Bie, Nello Cristianini
LREC
2008
66views Education» more  LREC 2008»
15 years 5 months ago
Sentence Alignment in DPC: Maximizing Precision, Minimizing Human Effort
Awide spectrum of multilingual applications have aligned parallel corpora as their prerequisite. The aim of the project described in this paper is to build a multilingual corpus w...
Julia S. Trushkina, Lieve Macken, Hans Paulussen
ACL
1998
15 years 5 months ago
Methods and Practical Issues in Evaluating Alignment Techniques
This paper describes the work achieved in the rst half of a 4-year cooperative research project ARCADE, nanced by AUPELF-UREF. The project is devoted to the evaluation of parallel...
Philippe Langlais, Michel Simard, Jean Véro...
EMNLP
2009
15 years 1 months ago
Weighted Alignment Matrices for Statistical Machine Translation
Current statistical machine translation systems usually extract rules from bilingual corpora annotated with 1-best alignments. They are prone to learn noisy rules due to alignment...
Yang Liu, Tian Xia, Xinyan Xiao, Qun Liu
COLING
2010
14 years 10 months ago
EMDC: A Semi-supervised Approach for Word Alignment
This paper proposes a novel semisupervised word alignment technique called EMDC that integrates discriminative and generative methods. A discriminative aligner is used to find hig...
Qin Gao, Francisco Guzmán, Stephan Vogel