Machine translation considering context information using Encoder-Decoder model

March 30, 2019 ยท Declared Dead ยท ๐Ÿ› Annual International Computer Software and Applications Conference

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Authors Tetsuto Takano, Satoshi Yamane arXiv ID 1904.00160 Category cs.CL: Computation & Language Cross-listed cs.LG Citations 0 Venue Annual International Computer Software and Applications Conference Last Checked 6 months ago
Abstract
In the task of machine translation, context information is one of the important factor. But considering the context information model dose not proposed. The paper propose a new model which can integrate context information and make translation. In this paper, we create a new model based Encoder Decoder model. When translating current sentence, the model integrates output from preceding encoder with current encoder. The model can consider context information and the result score is higher than existing model.
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