Exploring English Long Sentence Translation Methods by Applying Natural Language Processing Techniques
Fengmei Shang,
You Li
Abstract:This paper analyzes the “encoder-decoder” framework in neural machine translation and clarifies that the task of natural language processing is sequence learning. Secondly, recurrent neural networks are used to combine the historical hidden layer output information with the current input information, which is specialized in processing sequence data to achieve good translation results. Applying the attention mechanism to the field of natural language processing, a Transformer model based on the full attention m… Show more
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