Encoder Decoder Neural Models

method ID: encoderdecoderneuralmodels

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Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

AbstractWe analyze the performance of encoder-decoder neural models and compare them with well-known established methods. The latter represent different classes of traditional approaches that are applied to the monotone sequence-to-sequence …...

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Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation

Authors: nan

Publication: TIPSTER (2020)

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AbstractIn encoder-decoder neural models, multiple encoders are in general used to represent the contextual information in addition to the individual sentence. In this paper, we investigate multi-encoder approaches in document-level …...

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