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Korean morphological analysis having linear time complexity using limited neural network and recording medium thereof
Korean morphological analysis having linear time complexity using limited neural network and recording medium thereof
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机译：使用有限神经网络的线性时间复杂度的韩国形态分析及其记录介质
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摘要
In the Korean morpheme analysis method in the Korean morpheme analysis system based on the sequence-to-sequence model of the present invention, an input sequence is vertically applied by applying an attention mechanism to a sentence in Korean. When the information concentration is stored in the column, the output column is located in the horizontal column, and the attention weight is indicated in the diagonal direction, and the sentence is entered, the position where the attention weight is the largest in the information concentration on the input sentence is stored. Adding a step action to the output string to move the phosphorus focused position to a position increased by one, using a neural network, as much as a window having a predetermined size centered on the concentrated position from the first word of the input sequence in the information concentration degree of the input sentence; Performing a stemming operation only on a range of When the last word operation is performed and a step to end the operation. According to the present invention, even in the morphological analysis of a relatively long sentence, it is effective to reduce the computation time and to implement a fast processing speed.
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