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Named Entity Recognition命名实体识别

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NER 命名实体识别

hanLP

目前本系统默认支持人名(nr),地名(ns),机构名(nt)三种命名实体的识别

基于HMM角色标注的命名实体识别(速度快)

中国人名识别、音译人名识别、日本人名识别、地名识别、实体机构名识别

基于线性模型的命名实体识别(精度高)

感知机命名实体识别、CRF命名实体识别

NLTK

It is a classifier based on tagger.

Standford NER

A Java implementation of a Named Entity Recognizer. It is also known as CRFClassifier.

著名竞赛数据集

CoNLL2003

https://www.clips.uantwerpen.be/conll2003/ner/

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