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We present a simple neural network for word alignment that builds source and target word window representations to compute alignment scores for sentence pairs.
A Statistical Approach to Machine Translation
Peter F. Brown, John Cocke, Stephen Della Pietra, Vincent J. Della Pietra, Frederick Jelinek, John D. Lafferty, Robert L. Mercer, and Paul S. Roossin · 1990
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Automatic evaluation and uniform filter cascades for inducing n-best translation lexicons
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HMM-Based Word Alignment in Statistical Translation
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Word Embeddings through Hellinger PCA
Rémi Lebret and Ronan Collobert · 2014
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Recurrent Neural Networks for Word Alignment Model
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Pedro O. Pinheiro and Ronan Collobert · 2015
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