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Forgotten Jieba participle
2022-06-26 01:37:00 【Green Lantern swordsman】
Stuttering participle , How many people still use ?
One . The principle of stuttering participle
Statistical dictionary 、 Prefix Dictionary 、 Directed acyclic graph 、 From the back forward ( Prefix Dictionary + The nature of dynamic programming determines ) Viterbi predicts the maximum probability path .
(1) Dictionary based string maximum matching algorithm
(2) Based on word frequency statistics : The more adjacent words appear at the same time , The more likely it is to form a word , It is a total segmentation method . At present, the commonly used algorithm is HMM、CRF、 Deep learning and other algorithms .jieba Word segmentation uses dynamic programming to find the maximum probability path , Find out the maximum segmentation combination based on word frequency , For unregistered words , Based on the ability of Chinese characters to form words HMM Model .
problem 3:jieba Word segmentation and word segmentation in knowledge map CoreNLP The principle is different ?
CoreNLP It was released by Stanford , Functionally, it can be used for part of speech tagging and entity recognition , and jieba No entity recognition function ;
Reference link 10
Two . The use of stuttering participles
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