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Pre-Reordering for Machine Translation Using Transition-Based Walks on Dependency Parse Trees

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We propose a pre-reordering scheme to improve the quality of machine translation by permuting the words of a source sen- tence to a target-like order. This is accom- plished as …...

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A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification

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With the renaissance of neural network in re- cent years, relation classification has again become a research hotspot in natural lan- guage processing, and leveraging parse trees is a common …...

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