According to the idea of EM, a language model is built increasingly by collection the fractional counts of patterns (such as bigram pair) from the augmentations of all the segmentation candidates of a sentence.

 
  • 基于em的思想,每个句子所对应的所有(或一定範围内)的分词结果构成训练集,通过这个训练集和初始的语言模型可以估计出一个新的语言模型。
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