René's URL Explorer Experiment

Title: GitHub - codelulu/HanLP: 汉语言处理包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自动摘要短语提取拼音简繁转换

Open Graph Title: GitHub - codelulu/HanLP: 汉语言处理包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自动摘要短语提取拼音简繁转换

X Title: GitHub - codelulu/HanLP: 汉语言处理包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自动摘要短语提取拼音简繁转换

Description: 汉语言处理包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自动摘要短语提取拼音简繁转换 - codelulu/HanLP

Open Graph Description: 汉语言处理包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自动摘要短语提取拼音简繁转换 - codelulu/HanLP

X Description: 汉语言处理包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自动摘要短语提取拼音简繁转换 - codelulu/HanLP

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

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:387cbb6d-842a-d59f-0fce-b41e5b1fd243
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	C280:34E4BD:3708191:4C4F45B:6977D01E
html-safe-nonce	e2b0a06c6ca1afeb57eed46083c934d9d7d45e162eb4ae50f462bba487491b9b
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDMjgwOjM0RTRCRDozNzA4MTkxOjRDNEY0NUI6Njk3N0QwMUUiLCJ2aXNpdG9yX2lkIjoiMzQ4MjYzOTcxOTA5NzQyMTg1NCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	10e0e8f4dd57d1bf19665cfffaac2fd6b935c63228604d1015f59a8386b3d524
hovercard-subject-tag	repository:58531910
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/codelulu/HanLP
twitter:image	https://opengraph.githubassets.com/a84d5fae42d378af9795865d2061ff6fb6e5a400613724953874dcb9b7a2d339/codelulu/HanLP
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/a84d5fae42d378af9795865d2061ff6fb6e5a400613724953874dcb9b7a2d339/codelulu/HanLP
og:image:alt	汉语言处理包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自动摘要短语提取拼音简繁转换 - codelulu/HanLP
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	b39e6c26c0326ac7510f4f58f7248053edc1a743c844376b8155c71ef8138521
turbo-cache-control	no-preview
go-import	github.com/codelulu/HanLP git https://github.com/codelulu/HanLP.git
octolytics-dimension-user_id	1391886
octolytics-dimension-user_login	codelulu
octolytics-dimension-repository_id	58531910
octolytics-dimension-repository_nwo	codelulu/HanLP
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	24976755
octolytics-dimension-repository_parent_nwo	hankcs/HanLP
octolytics-dimension-repository_network_root_id	24976755
octolytics-dimension-repository_network_root_nwo	hankcs/HanLP
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	9db2400e2405e5e571d97a25e1e140cfec8da1a0
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/codelulu/HanLP#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fcodelulu%2FHanLP
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fcodelulu%2FHanLP
Sign up	https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=codelulu%2FHanLP
Reload	https://patch-diff.githubusercontent.com/codelulu/HanLP
Reload	https://patch-diff.githubusercontent.com/codelulu/HanLP
Reload	https://patch-diff.githubusercontent.com/codelulu/HanLP
codelulu	https://patch-diff.githubusercontent.com/codelulu
HanLP	https://patch-diff.githubusercontent.com/codelulu/HanLP
hankcs/HanLP	https://patch-diff.githubusercontent.com/hankcs/HanLP
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fcodelulu%2FHanLP
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fcodelulu%2FHanLP
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fcodelulu%2FHanLP
hanlp.linrunsoft.com/	http://hanlp.linrunsoft.com/
Apache-2.0 license	https://patch-diff.githubusercontent.com/codelulu/HanLP/blob/master/LICENSE
0 stars	https://patch-diff.githubusercontent.com/codelulu/HanLP/stargazers
10.9k forks	https://patch-diff.githubusercontent.com/codelulu/HanLP/forks
Branches	https://patch-diff.githubusercontent.com/codelulu/HanLP/branches
Tags	https://patch-diff.githubusercontent.com/codelulu/HanLP/tags
Activity	https://patch-diff.githubusercontent.com/codelulu/HanLP/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fcodelulu%2FHanLP
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fcodelulu%2FHanLP
Code	https://patch-diff.githubusercontent.com/codelulu/HanLP
Pull requests 0	https://patch-diff.githubusercontent.com/codelulu/HanLP/pulls
Actions	https://patch-diff.githubusercontent.com/codelulu/HanLP/actions
Projects 0	https://patch-diff.githubusercontent.com/codelulu/HanLP/projects
Wiki	https://patch-diff.githubusercontent.com/codelulu/HanLP/wiki
Security 0	https://patch-diff.githubusercontent.com/codelulu/HanLP/security
Insights	https://patch-diff.githubusercontent.com/codelulu/HanLP/pulse
Code	https://patch-diff.githubusercontent.com/codelulu/HanLP
Pull requests	https://patch-diff.githubusercontent.com/codelulu/HanLP/pulls
Actions	https://patch-diff.githubusercontent.com/codelulu/HanLP/actions
Projects	https://patch-diff.githubusercontent.com/codelulu/HanLP/projects
Wiki	https://patch-diff.githubusercontent.com/codelulu/HanLP/wiki
Security	https://patch-diff.githubusercontent.com/codelulu/HanLP/security
Insights	https://patch-diff.githubusercontent.com/codelulu/HanLP/pulse
Branches	https://patch-diff.githubusercontent.com/codelulu/HanLP/branches
Tags	https://patch-diff.githubusercontent.com/codelulu/HanLP/tags
	https://patch-diff.githubusercontent.com/codelulu/HanLP/branches
	https://patch-diff.githubusercontent.com/codelulu/HanLP/tags
469 Commits	https://patch-diff.githubusercontent.com/codelulu/HanLP/commits/master/
	https://patch-diff.githubusercontent.com/codelulu/HanLP/commits/master/
data	https://patch-diff.githubusercontent.com/codelulu/HanLP/tree/master/data
data	https://patch-diff.githubusercontent.com/codelulu/HanLP/tree/master/data
src	https://patch-diff.githubusercontent.com/codelulu/HanLP/tree/master/src
src	https://patch-diff.githubusercontent.com/codelulu/HanLP/tree/master/src
.gitignore	https://patch-diff.githubusercontent.com/codelulu/HanLP/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/codelulu/HanLP/blob/master/.gitignore
LICENSE	https://patch-diff.githubusercontent.com/codelulu/HanLP/blob/master/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/codelulu/HanLP/blob/master/LICENSE
README.md	https://patch-diff.githubusercontent.com/codelulu/HanLP/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/codelulu/HanLP/blob/master/README.md
pom.xml	https://patch-diff.githubusercontent.com/codelulu/HanLP/blob/master/pom.xml
pom.xml	https://patch-diff.githubusercontent.com/codelulu/HanLP/blob/master/pom.xml
README	https://patch-diff.githubusercontent.com/codelulu/HanLP
Apache-2.0 license	https://patch-diff.githubusercontent.com/codelulu/HanLP
	https://patch-diff.githubusercontent.com/codelulu/HanLP#hanlp-han-language-processing
	https://maven-badges.herokuapp.com/maven-central/com.hankcs/hanlp/
	https://github.com/hankcs/hanlp/releases
	https://www.apache.org/licenses/LICENSE-2.0.html
	https://patch-diff.githubusercontent.com/codelulu/HanLP#项目主页
https://github.com/hankcs/HanLP/releases	https://github.com/hankcs/HanLP/releases
https://github.com/hankcs/hanlp-solr-plugin	https://github.com/hankcs/hanlp-solr-plugin
	https://patch-diff.githubusercontent.com/codelulu/HanLP#下载与配置
	https://patch-diff.githubusercontent.com/codelulu/HanLP#1下载jar
hanlp.jar	https://github.com/hankcs/HanLP/releases
	https://patch-diff.githubusercontent.com/codelulu/HanLP#2下载data
data.zip	https://github.com/hankcs/HanLP/releases
	https://patch-diff.githubusercontent.com/codelulu/HanLP#3配置文件
hanlp.properties	https://github.com/hankcs/HanLP/releases
	https://patch-diff.githubusercontent.com/codelulu/HanLP#调用方法
com.hankcs.demo	https://github.com/hankcs/HanLP/tree/master/src/test/java/com/hankcs/demo
	https://patch-diff.githubusercontent.com/codelulu/HanLP#1-第一个demo
	https://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/HanLP#3-nlp分词
	https://patch-diff.githubusercontent.com/codelulu/HanLP#4-索引分词
	https://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/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://patch-diff.githubusercontent.com/codelulu/HanLP#19-文本推荐
	https://patch-diff.githubusercontent.com/codelulu/HanLP#20-语义距离
	https://patch-diff.githubusercontent.com/codelulu/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
《最大熵依存句法分析器的实现》	http://www.hankcs.com/nlp/parsing/to-achieve-the-maximum-entropy-of-the-dependency-parser.html
《基于CRF序列标注的中文依存句法分析器的Java实现》	http://www.hankcs.com/nlp/parsing/crf-sequence-annotation-chinese-dependency-parser-implementation-based-on-java.html
	https://patch-diff.githubusercontent.com/codelulu/HanLP#词典说明
	https://patch-diff.githubusercontent.com/codelulu/HanLP#基本格式
	https://patch-diff.githubusercontent.com/codelulu/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AhoCorasickDoubleArrayTrie	http://www.hankcs.com/program/algorithm/aho-corasick-double-array-trie.html
	https://patch-diff.githubusercontent.com/codelulu/HanLP#储存形式
	https://patch-diff.githubusercontent.com/codelulu/HanLP#修改方法
相应的文章	http://www.hankcs.com/category/nlp/ner/
	https://patch-diff.githubusercontent.com/codelulu/HanLP#版权
	https://patch-diff.githubusercontent.com/codelulu/HanLP#上海林原信息科技有限公司
	https://patch-diff.githubusercontent.com/codelulu/HanLP#鸣谢
darts-clone-java	https://github.com/hiroshi-manabe/darts-clone-java
SharpICTCLAS	http://www.cnblogs.com/zhenyulu/archive/2007/04/18/718383.html
snownlp	https://github.com/isnowfy/snownlp
ansj_seg	https://github.com/NLPchina/ansj_seg
nlp-lang	https://github.com/NLPchina/nlp-lang
@hankcs	http://weibo.com/hankcs/
hanlp.linrunsoft.com/	http://hanlp.linrunsoft.com/
Readme	https://patch-diff.githubusercontent.com/codelulu/HanLP#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/codelulu/HanLP#Apache-2.0-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/codelulu/HanLP
Activity	https://patch-diff.githubusercontent.com/codelulu/HanLP/activity
0 stars	https://patch-diff.githubusercontent.com/codelulu/HanLP/stargazers
1 watching	https://patch-diff.githubusercontent.com/codelulu/HanLP/watchers
0 forks	https://patch-diff.githubusercontent.com/codelulu/HanLP/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcodelulu%2FHanLP&report=codelulu+%28user%29
Releases	https://patch-diff.githubusercontent.com/codelulu/HanLP/releases
17 tags	https://patch-diff.githubusercontent.com/codelulu/HanLP/tags
Packages 0	https://patch-diff.githubusercontent.com/users/codelulu/packages?repo_name=HanLP
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.