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Apr, 2017
面向中文的快速准确神经分词
Fast and Accurate Neural Word Segmentation for Chinese
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Deng Cai, Hai Zhao, Zhisong Zhang, Yuan Xin, Yongjian Wu...
TL;DR
本研究提出了一种贪心神经分词器，利用平衡的词和字符嵌入输入来增强现有模型的计算效率，并能在中文基准数据集上以非常高的速度和更高的准确率执行分词，从而实现真正的端到端分词。
Abstract
neural models
with minimal feature engineering have achieved competitive performance against traditional methods for the task of
chinese word segmentation
. However, both training and working procedures of the cur
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