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Title: GitHub - ivanRoger/HanLP: 自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 · GitHub

Open Graph Title: GitHub - ivanRoger/HanLP: 自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁

X Title: GitHub - ivanRoger/HanLP: 自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁

Description: 自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 - ivanRoger/HanLP

Open Graph Description: 自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 - ivanRoger/HanLP

X Description: 自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 - ivanRoger/HanLP

Opengraph URL: https://github.com/ivanRoger/HanLP

X: @github

direct link

Domain: github.com

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og:image:alt自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 - ivanRoger/HanLP
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https://hub.docker.com/r/samurais/hanlp-api/
最短路分词https://github.com/hankcs/HanLP#1-%E7%AC%AC%E4%B8%80%E4%B8%AAdemo
N-最短路分词https://github.com/hankcs/HanLP#5-n-%E6%9C%80%E7%9F%AD%E8%B7%AF%E5%BE%84%E5%88%86%E8%AF%8D
感知机分词https://github.com/hankcs/HanLP/wiki/%E7%BB%93%E6%9E%84%E5%8C%96%E6%84%9F%E7%9F%A5%E6%9C%BA%E6%A0%87%E6%B3%A8%E6%A1%86%E6%9E%B6
CRF分词https://github.com/hankcs/HanLP#6-crf%E5%88%86%E8%AF%8D
极速词典分词https://github.com/hankcs/HanLP#7-%E6%9E%81%E9%80%9F%E8%AF%8D%E5%85%B8%E5%88%86%E8%AF%8D
索引全切分模式https://github.com/hankcs/HanLP#4-%E7%B4%A2%E5%BC%95%E5%88%86%E8%AF%8D
用户自定义词典https://github.com/hankcs/HanLP#8-%E7%94%A8%E6%88%B7%E8%87%AA%E5%AE%9A%E4%B9%89%E8%AF%8D%E5%85%B8
兼容繁体中文https://github.com/hankcs/HanLP/blob/master/src/test/java/com/hankcs/demo/DemoPerceptronLexicalAnalyzer.java#L29
训练用户自己的领域模型https://github.com/hankcs/HanLP/wiki
HMM词性标注https://github.com/hankcs/HanLP/blob/master/src/main/java/com/hankcs/hanlp/seg/Segment.java#L584
感知机词性标注https://github.com/hankcs/HanLP/wiki/%E7%BB%93%E6%9E%84%E5%8C%96%E6%84%9F%E7%9F%A5%E6%9C%BA%E6%A0%87%E6%B3%A8%E6%A1%86%E6%9E%B6
CRF词性标注https://github.com/hankcs/HanLP/wiki/CRF%E8%AF%8D%E6%B3%95%E5%88%86%E6%9E%90
中国人名识别https://github.com/hankcs/HanLP#9-%E4%B8%AD%E5%9B%BD%E4%BA%BA%E5%90%8D%E8%AF%86%E5%88%AB
音译人名识别https://github.com/hankcs/HanLP#10-%E9%9F%B3%E8%AF%91%E4%BA%BA%E5%90%8D%E8%AF%86%E5%88%AB
日本人名识别https://github.com/hankcs/HanLP#11-%E6%97%A5%E6%9C%AC%E4%BA%BA%E5%90%8D%E8%AF%86%E5%88%AB
地名识别https://github.com/hankcs/HanLP#12-%E5%9C%B0%E5%90%8D%E8%AF%86%E5%88%AB
实体机构名识别https://github.com/hankcs/HanLP#13-%E6%9C%BA%E6%9E%84%E5%90%8D%E8%AF%86%E5%88%AB
感知机命名实体识别https://github.com/hankcs/HanLP/wiki/%E7%BB%93%E6%9E%84%E5%8C%96%E6%84%9F%E7%9F%A5%E6%9C%BA%E6%A0%87%E6%B3%A8%E6%A1%86%E6%9E%B6
CRF命名实体识别https://github.com/hankcs/HanLP/wiki/CRF%E8%AF%8D%E6%B3%95%E5%88%86%E6%9E%90
TextRank关键词提取https://github.com/hankcs/HanLP#14-%E5%85%B3%E9%94%AE%E8%AF%8D%E6%8F%90%E5%8F%96
TextRank自动摘要https://github.com/hankcs/HanLP#15-%E8%87%AA%E5%8A%A8%E6%91%98%E8%A6%81
基于互信息和左右信息熵的短语提取https://github.com/hankcs/HanLP#16-%E7%9F%AD%E8%AF%AD%E6%8F%90%E5%8F%96
拼音转换https://github.com/hankcs/HanLP#17-%E6%8B%BC%E9%9F%B3%E8%BD%AC%E6%8D%A2
简繁转换https://github.com/hankcs/HanLP#18-%E7%AE%80%E7%B9%81%E8%BD%AC%E6%8D%A2
文本推荐https://github.com/hankcs/HanLP#19-%E6%96%87%E6%9C%AC%E6%8E%A8%E8%8D%90
基于神经网络的高性能依存句法分析器https://github.com/hankcs/HanLP#21-%E4%BE%9D%E5%AD%98%E5%8F%A5%E6%B3%95%E5%88%86%E6%9E%90
基于ArcEager转移系统的柱搜索依存句法分析器https://github.com/hankcs/HanLP/blob/master/src/test/java/com/hankcs/demo/DemoDependencyParser.java#L34
文本分类https://github.com/hankcs/HanLP/wiki/%E6%96%87%E6%9C%AC%E5%88%86%E7%B1%BB%E4%B8%8E%E6%83%85%E6%84%9F%E5%88%86%E6%9E%90
情感分析https://github.com/hankcs/HanLP/wiki/%E6%96%87%E6%9C%AC%E5%88%86%E7%B1%BB%E4%B8%8E%E6%83%85%E6%84%9F%E5%88%86%E6%9E%90#%E6%83%85%E6%84%9F%E5%88%86%E6%9E%90
文本聚类https://github.com/hankcs/HanLP/wiki/%E6%96%87%E6%9C%AC%E8%81%9A%E7%B1%BB
word2vechttps://github.com/hankcs/HanLP/wiki/word2vec
语料库工具https://github.com/hankcs/HanLP/tree/master/src/main/java/com/hankcs/hanlp/corpus
训练接口https://github.com/hankcs/HanLP/wiki
98年人民日报语料库http://file.hankcs.com/corpus/pku98.zip
https://github.com/ivanRoger/HanLP#项目主页
在线演示http://hanlp.com/
Python调用https://github.com/hankcs/pyhanlp
Solr及Lucene插件https://github.com/hankcs/hanlp-lucene-plugin
论文引用https://github.com/hankcs/HanLP/wiki/papers
更多信息https://github.com/hankcs/HanLP/wiki
https://github.com/ivanRoger/HanLP#下载与配置
https://github.com/ivanRoger/HanLP#方式一maven
https://github.com/ivanRoger/HanLP#方式二下载jardatahanlpproperties
data.ziphttp://nlp.hankcs.com/download.php?file=data
https://github.com/ivanRoger/HanLP#1下载datazip
hanlp-release.ziphttp://nlp.hankcs.com/download.php?file=jar
https://github.com/ivanRoger/HanLP#2下载jar和配置文件hanlp-releasezip
demohttps://github.com/hankcs/HanLPAndroidDemo
https://github.com/ivanRoger/HanLP#调用方法
com.hankcs.demohttps://github.com/hankcs/HanLP/tree/master/src/test/java/com/hankcs/demo
https://github.com/ivanRoger/HanLP#1-第一个demo
https://github.com/ivanRoger/HanLP#2-标准分词
《HanLP词性标注集》http://www.hankcs.com/nlp/part-of-speech-tagging.html#h2-8
《词图的生成》http://www.hankcs.com/nlp/segment/the-word-graph-is-generated.html
https://github.com/ivanRoger/HanLP#3-nlp分词
结构化感知机序列标注框架https://github.com/hankcs/HanLP/wiki/%E7%BB%93%E6%9E%84%E5%8C%96%E6%84%9F%E7%9F%A5%E6%9C%BA%E6%A0%87%E6%B3%A8%E6%A1%86%E6%9E%B6
训练新模型https://github.com/hankcs/HanLP/wiki/%E7%BB%93%E6%9E%84%E5%8C%96%E6%84%9F%E7%9F%A5%E6%9C%BA%E6%A0%87%E6%B3%A8%E6%A1%86%E6%9E%B6
https://github.com/ivanRoger/HanLP#4-索引分词
https://github.com/ivanRoger/HanLP#5-n-最短路径分词
《N最短路径的Java实现与分词应用》http://www.hankcs.com/nlp/segment/n-shortest-path-to-the-java-implementation-and-application-segmentation.html
https://github.com/ivanRoger/HanLP#6-crf分词
《CRF中文分词、词性标注与命名实体识别》https://github.com/hankcs/HanLP/wiki/CRF%E8%AF%8D%E6%B3%95%E5%88%86%E6%9E%90
https://github.com/ivanRoger/HanLP#7-极速词典分词
《Aho Corasick自动机结合DoubleArrayTrie极速多模式匹配》http://www.hankcs.com/program/algorithm/aho-corasick-double-array-trie.html
https://github.com/ivanRoger/HanLP#8-用户自定义词典
FAQhttps://github.com/hankcs/HanLP/wiki/FAQ#%E4%B8%BA%E4%BB%80%E4%B9%88%E4%BF%AE%E6%94%B9%E4%BA%86%E8%AF%8D%E5%85%B8%E8%BF%98%E6%98%AF%E6%B2%A1%E6%9C%89%E6%95%88%E6%9E%9C
《Trie树分词》http://www.hankcs.com/program/java/tire-tree-participle.html
《Aho Corasick自动机结合DoubleArrayTrie极速多模式匹配》http://www.hankcs.com/program/algorithm/aho-corasick-double-array-trie.html
https://github.com/ivanRoger/HanLP#9-中国人名识别
《实战HMM-Viterbi角色标注中国人名识别》http://www.hankcs.com/nlp/chinese-name-recognition-in-actual-hmm-viterbi-role-labeling.html
https://github.com/ivanRoger/HanLP#10-音译人名识别
《层叠隐马模型下的音译人名和日本人名识别》http://www.hankcs.com/nlp/name-transliteration-cascaded-hidden-markov-model-and-japanese-personal-names-recognition.html
https://github.com/ivanRoger/HanLP#11-日本人名识别
《层叠隐马模型下的音译人名和日本人名识别》http://www.hankcs.com/nlp/name-transliteration-cascaded-hidden-markov-model-and-japanese-personal-names-recognition.html
https://github.com/ivanRoger/HanLP#12-地名识别
感知机词法分析器https://github.com/hankcs/HanLP/wiki/%E7%BB%93%E6%9E%84%E5%8C%96%E6%84%9F%E7%9F%A5%E6%9C%BA%E6%A0%87%E6%B3%A8%E6%A1%86%E6%9E%B6
《实战HMM-Viterbi角色标注地名识别》http://www.hankcs.com/nlp/ner/place-names-to-identify-actual-hmm-viterbi-role-labeling.html
https://github.com/ivanRoger/HanLP#13-机构名识别
感知机词法分析器https://github.com/hankcs/HanLP/wiki/%E7%BB%93%E6%9E%84%E5%8C%96%E6%84%9F%E7%9F%A5%E6%9C%BA%E6%A0%87%E6%B3%A8%E6%A1%86%E6%9E%B6
《层叠HMM-Viterbi角色标注模型下的机构名识别》http://www.hankcs.com/nlp/ner/place-name-recognition-model-of-the-stacked-hmm-viterbi-role-labeling.html
https://github.com/ivanRoger/HanLP#14-关键词提取
《TextRank算法提取关键词的Java实现》http://www.hankcs.com/nlp/textrank-algorithm-to-extract-the-keywords-java-implementation.html
https://github.com/ivanRoger/HanLP#15-自动摘要
《TextRank算法自动摘要的Java实现》http://www.hankcs.com/nlp/textrank-algorithm-java-implementation-of-automatic-abstract.html
https://github.com/ivanRoger/HanLP#16-短语提取
《基于互信息和左右信息熵的短语提取识别》http://www.hankcs.com/nlp/extraction-and-identification-of-mutual-information-about-the-phrase-based-on-information-entropy.html
https://github.com/ivanRoger/HanLP#17-拼音转换
《汉字转拼音与简繁转换的Java实现》http://www.hankcs.com/nlp/java-chinese-characters-to-pinyin-and-simplified-conversion-realization.html#h2-17
https://github.com/ivanRoger/HanLP#18-简繁转换
《汉字转拼音与简繁转换的Java实现》http://www.hankcs.com/nlp/java-chinese-characters-to-pinyin-and-simplified-conversion-realization.html#h2-17
https://github.com/ivanRoger/HanLP#19-文本推荐
https://github.com/ivanRoger/HanLP#20-语义距离
word2vec文档https://github.com/hankcs/HanLP/wiki/word2vec
《word2vec原理推导与代码分析》http://www.hankcs.com/nlp/word2vec.html
https://github.com/ivanRoger/HanLP#21-依存句法分析
《基于神经网络分类模型与转移系统的判决式依存句法分析器》http://www.hankcs.com/nlp/parsing/neural-network-based-dependency-parser.html
https://github.com/ivanRoger/HanLP#词典说明
https://github.com/ivanRoger/HanLP#基本格式
https://github.com/ivanRoger/HanLP#数据结构
双数组Trie树(DoubleArrayTrie)http://www.hankcs.com/program/java/%E5%8F%8C%E6%95%B0%E7%BB%84trie%E6%A0%91doublearraytriejava%E5%AE%9E%E7%8E%B0.html
AC自动机AhoCorasickDoubleArrayTriehttp://www.hankcs.com/program/algorithm/aho-corasick-double-array-trie.html
wikihttps://github.com/hankcs/HanLP/wiki/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84
https://github.com/ivanRoger/HanLP#储存形式
https://github.com/ivanRoger/HanLP#修改方法
相应的文章http://www.hankcs.com/category/nlp/ner/
https://github.com/ivanRoger/HanLP#版权
https://github.com/ivanRoger/HanLP#apache-license-version-20
https://github.com/ivanRoger/HanLP#青岛大快搜索计算技术股份有限公司
http://hanlp.com/http://hanlp.com/
https://github.com/ivanRoger/HanLP#上海林原信息科技有限公司
https://github.com/ivanRoger/HanLP#其他版权方
https://github.com/ivanRoger/HanLP#鸣谢
darts-clone-javahttps://github.com/hiroshi-manabe/darts-clone-java
SharpICTCLAShttp://www.cnblogs.com/zhenyulu/archive/2007/04/18/718383.html
snownlphttps://github.com/isnowfy/snownlp
ansj_seghttps://github.com/NLPchina/ansj_seg
nlp-langhttps://github.com/NLPchina/nlp-lang
@hankcshttp://weibo.com/hankcs/
hanlp.com/http://hanlp.com/
Readme https://github.com/ivanRoger/HanLP#readme-ov-file
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