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» A Part-of-Speech-Based Alignment Algorithm
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IDA
2007
Springer
15 years 8 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 3 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 3 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
14 years 11 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 9 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