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Title: GitHub - gorithms/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 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁 · GitHub

Open Graph Title: GitHub - gorithms/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 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁

X Title: GitHub - gorithms/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 关键词提取 新词发现 短语提取 自动摘要 文本分类 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 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁 - gorithms/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 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁 - gorithms/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 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁 - gorithms/HanLP

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

X: @github

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com.hankcs.demohttps://github.com/hankcs/HanLP/tree/master/src/test/java/com/hankcs/demo
https://github.com/gorithms/HanLP#1-第一个demo
https://github.com/gorithms/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/gorithms/HanLP#3-nlp分词
https://github.com/gorithms/HanLP#4-索引分词
https://github.com/gorithms/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/gorithms/HanLP#6-crf分词
《CRF分词的纯Java实现》http://www.hankcs.com/nlp/segment/crf-segmentation-of-the-pure-java-implementation.html
《CRF++模型格式说明》http://www.hankcs.com/nlp/the-crf-model-format-description.html
https://github.com/gorithms/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/gorithms/HanLP#8-用户自定义词典
《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/gorithms/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/gorithms/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/gorithms/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/gorithms/HanLP#12-地名识别
《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/gorithms/HanLP#13-机构名识别
《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/gorithms/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/gorithms/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/gorithms/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/gorithms/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/gorithms/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/gorithms/HanLP#19-文本推荐
https://github.com/gorithms/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/gorithms/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
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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
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