René's URL Explorer Experiment

Title: GitHub - PPMESSAGE/pycorrector: pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。 · GitHub

Open Graph Title: GitHub - PPMESSAGE/pycorrector: pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。

X Title: GitHub - PPMESSAGE/pycorrector: pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。

Description: pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。 - PPMESSAGE/pycorrector

Open Graph Description: pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。 - PPMESSAGE/pycorrector

X Description: pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。 - PPMESSAGE/pycorrector

Mail addresses
xuming624@qq.com

Opengraph URL: https://github.com/PPMESSAGE/pycorrector

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:50ac0e35-03f8-de07-8a09-1acd0510f562
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	8204:1996BA:840782:862043:6A610FEE
html-safe-nonce	d8c6b646272b60d9fe8d5645cc58f946c393e18ba86bbba412bb441b1c84bf3f
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4MjA0OjE5OTZCQTo4NDA3ODI6ODYyMDQzOjZBNjEwRkVFIiwidmlzaXRvcl9pZCI6IjIwNzU2MzkwMjU5OTUxNTc0ODYiLCJyZWdpb25fZWRnZSI6InNlYSIsInJlZ2lvbl9yZW5kZXIiOiJzZWEifQ==
visitor-hmac	a7fd5de6afddeb5a37761aabae075edbaa25f9f0015c08ee12fb6100c8878bab
hovercard-subject-tag	repository:529594089
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/PPMESSAGE/pycorrector
twitter:image	https://opengraph.githubassets.com/4c64f20596549bef7cc783dd7707aa6b6fdd76000f2c8909f6263ed65a9d428c/PPMESSAGE/pycorrector
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/4c64f20596549bef7cc783dd7707aa6b6fdd76000f2c8909f6263ed65a9d428c/PPMESSAGE/pycorrector
og:image:alt	pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。 - PPMESSAGE/pycorrector
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	f6dfd8e93b1f2b4f7bf96e6f6cd7edcd48360b75fee4f2ff9f611032fce38ec2
turbo-cache-control	no-cache
go-import	github.com/PPMESSAGE/pycorrector git https://github.com/PPMESSAGE/pycorrector.git
octolytics-dimension-user_id	13502685
octolytics-dimension-user_login	PPMESSAGE
octolytics-dimension-repository_id	529594089
octolytics-dimension-repository_nwo	PPMESSAGE/pycorrector
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	123424015
octolytics-dimension-repository_parent_nwo	shibing624/pycorrector
octolytics-dimension-repository_network_root_id	123424015
octolytics-dimension-repository_network_root_nwo	shibing624/pycorrector
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	731b2ebd4784c28b421dc5f41abecd2dbac357f2
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/PPMESSAGE/pycorrector#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FPPMESSAGE%2Fpycorrector
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
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
Code QualityEnforce quality at merge	https://github.com/features/code-quality
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
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
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/enterprise/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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FPPMESSAGE%2Fpycorrector
Sign up	https://github.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=PPMESSAGE%2Fpycorrector
Reload	https://github.com/PPMESSAGE/pycorrector
Reload	https://github.com/PPMESSAGE/pycorrector
Reload	https://github.com/PPMESSAGE/pycorrector
Please reload this page	https://github.com/PPMESSAGE/pycorrector
PPMESSAGE	https://github.com/PPMESSAGE
pycorrector	https://github.com/PPMESSAGE/pycorrector
shibing624/pycorrector	https://github.com/shibing624/pycorrector
Notifications	https://github.com/login?return_to=%2FPPMESSAGE%2Fpycorrector
Fork 0	https://github.com/login?return_to=%2FPPMESSAGE%2Fpycorrector
Star 0	https://github.com/login?return_to=%2FPPMESSAGE%2Fpycorrector
Code	https://github.com/PPMESSAGE/pycorrector
Pull requests 0	https://github.com/PPMESSAGE/pycorrector/pulls
Actions	https://github.com/PPMESSAGE/pycorrector/actions
Projects	https://github.com/PPMESSAGE/pycorrector/projects
Security and quality 0	https://github.com/PPMESSAGE/pycorrector/security
Insights	https://github.com/PPMESSAGE/pycorrector/pulse
Code	https://github.com/PPMESSAGE/pycorrector
Pull requests	https://github.com/PPMESSAGE/pycorrector/pulls
Actions	https://github.com/PPMESSAGE/pycorrector/actions
Projects	https://github.com/PPMESSAGE/pycorrector/projects
Security and quality	https://github.com/PPMESSAGE/pycorrector/security
Insights	https://github.com/PPMESSAGE/pycorrector/pulse
	https://github.com/PPMESSAGE/pycorrector
Branches	https://github.com/PPMESSAGE/pycorrector/branches
Tags	https://github.com/PPMESSAGE/pycorrector/tags
	https://github.com/PPMESSAGE/pycorrector/branches
	https://github.com/PPMESSAGE/pycorrector/tags
724 Commits	https://github.com/PPMESSAGE/pycorrector/commits/master/
	https://github.com/PPMESSAGE/pycorrector/commits/master/
.github	https://github.com/PPMESSAGE/pycorrector/tree/master/.github
.github	https://github.com/PPMESSAGE/pycorrector/tree/master/.github
docs	https://github.com/PPMESSAGE/pycorrector/tree/master/docs
docs	https://github.com/PPMESSAGE/pycorrector/tree/master/docs
examples	https://github.com/PPMESSAGE/pycorrector/tree/master/examples
examples	https://github.com/PPMESSAGE/pycorrector/tree/master/examples
pycorrector	https://github.com/PPMESSAGE/pycorrector/tree/master/pycorrector
pycorrector	https://github.com/PPMESSAGE/pycorrector/tree/master/pycorrector
tests	https://github.com/PPMESSAGE/pycorrector/tree/master/tests
tests	https://github.com/PPMESSAGE/pycorrector/tree/master/tests
.gitignore	https://github.com/PPMESSAGE/pycorrector/blob/master/.gitignore
.gitignore	https://github.com/PPMESSAGE/pycorrector/blob/master/.gitignore
CITATION.cff	https://github.com/PPMESSAGE/pycorrector/blob/master/CITATION.cff
CITATION.cff	https://github.com/PPMESSAGE/pycorrector/blob/master/CITATION.cff
CONTRIBUTING.md	https://github.com/PPMESSAGE/pycorrector/blob/master/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/PPMESSAGE/pycorrector/blob/master/CONTRIBUTING.md
Dockerfile	https://github.com/PPMESSAGE/pycorrector/blob/master/Dockerfile
Dockerfile	https://github.com/PPMESSAGE/pycorrector/blob/master/Dockerfile
LICENSE	https://github.com/PPMESSAGE/pycorrector/blob/master/LICENSE
LICENSE	https://github.com/PPMESSAGE/pycorrector/blob/master/LICENSE
README.en.md	https://github.com/PPMESSAGE/pycorrector/blob/master/README.en.md
README.en.md	https://github.com/PPMESSAGE/pycorrector/blob/master/README.en.md
README.md	https://github.com/PPMESSAGE/pycorrector/blob/master/README.md
README.md	https://github.com/PPMESSAGE/pycorrector/blob/master/README.md
_config.yml	https://github.com/PPMESSAGE/pycorrector/blob/master/_config.yml
_config.yml	https://github.com/PPMESSAGE/pycorrector/blob/master/_config.yml
requirements-dev.txt	https://github.com/PPMESSAGE/pycorrector/blob/master/requirements-dev.txt
requirements-dev.txt	https://github.com/PPMESSAGE/pycorrector/blob/master/requirements-dev.txt
requirements.txt	https://github.com/PPMESSAGE/pycorrector/blob/master/requirements.txt
requirements.txt	https://github.com/PPMESSAGE/pycorrector/blob/master/requirements.txt
setup.py	https://github.com/PPMESSAGE/pycorrector/blob/master/setup.py
setup.py	https://github.com/PPMESSAGE/pycorrector/blob/master/setup.py
README	https://github.com/PPMESSAGE/pycorrector
Contributing	https://github.com/PPMESSAGE/pycorrector
License	https://github.com/PPMESSAGE/pycorrector
	https://github.com/PPMESSAGE/pycorrector/blob/master/docs/pycorrector.png
	https://badge.fury.io/py/pycorrector
	https://pepy.tech/project/pycorrector
	https://github.com/shibing624/pycorrector/graphs/contributors
	https://github.com/PPMESSAGE/pycorrector/blob/master/LICENSE
	https://github.com/PPMESSAGE/pycorrector/blob/master/requirements.txt
	https://github.com/shibing624/pycorrector/issues
	https://github.com/PPMESSAGE/pycorrector#wechat-group
English	https://github.com/PPMESSAGE/pycorrector/blob/master/README.en.md
	https://github.com/PPMESSAGE/pycorrector#pycorrector
Question	https://github.com/PPMESSAGE/pycorrector#Question
Solution	https://github.com/PPMESSAGE/pycorrector#Solution
Evaluation	https://github.com/PPMESSAGE/pycorrector#Evaluation
Install	https://github.com/PPMESSAGE/pycorrector#install
Usage	https://github.com/PPMESSAGE/pycorrector#usage
Deep Model Usage	https://github.com/PPMESSAGE/pycorrector#deep-model-usage
Dataset	https://github.com/PPMESSAGE/pycorrector#Dataset
Contact	https://github.com/PPMESSAGE/pycorrector#Contact
Reference	https://github.com/PPMESSAGE/pycorrector#reference
	https://github.com/PPMESSAGE/pycorrector#question
	https://github.com/PPMESSAGE/pycorrector/blob/master/docs/git_image/error_type.png
	https://github.com/PPMESSAGE/pycorrector#solution
	https://github.com/PPMESSAGE/pycorrector#规则的解决思路
	https://github.com/PPMESSAGE/pycorrector#深度模型的解决思路
作者纠错分享	https://github.com/shibing624/pycorrector/wiki/pycorrector%E6%BA%90%E7%A0%81%E8%A7%A3%E8%AF%BB-%E7%9B%B4%E6%92%AD%E5%88%86%E4%BA%AB
网友源码解读	https://zhuanlan.zhihu.com/p/138981644
	https://github.com/PPMESSAGE/pycorrector#feature
Kenlm模型	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/corrector.py
MacBERT模型	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/macbert
Seq2Seq模型	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/seq2seq
T5模型	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/t5
BERT模型	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/bert
ELECTRA模型	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/electra
ERNIE_CSC模型	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/ernie_csc
DeepContext模型	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/deepcontext
Transformer模型	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/transformer
	https://github.com/PPMESSAGE/pycorrector#思考
	https://github.com/PPMESSAGE/pycorrector#demo
http://42.193.145.218/product/corrector/	http://42.193.145.218/product/corrector/
https://huggingface.co/spaces/shibing624/pycorrector	https://huggingface.co/spaces/shibing624/pycorrector
	https://github.com/PPMESSAGE/pycorrector/blob/master/docs/hf.png
examples/gradio_demo.py	https://github.com/PPMESSAGE/pycorrector/blob/master/examples/gradio_demo.py
	https://github.com/PPMESSAGE/pycorrector#evaluation
examples/evaluate_models.py	https://github.com/PPMESSAGE/pycorrector/blob/master/examples/evaluate_models.py
pycorrector/data/cn/sighan_2015/test.tsv	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/data/cn/sighan_2015/test.tsv
	https://github.com/PPMESSAGE/pycorrector#评估结果
	https://github.com/PPMESSAGE/pycorrector#结论
shibing624/macbert4csc-base-chinese	https://huggingface.co/shibing624/macbert4csc-base-chinese
convseq2seq_correction.tar.gz	https://github.com/shibing624/pycorrector/releases/download/0.4.5/convseq2seq_correction.tar.gz
shibing624/mengzi-t5-base-chinese-correction	https://huggingface.co/shibing624/mengzi-t5-base-chinese-correction
	https://github.com/PPMESSAGE/pycorrector#install
	https://github.com/PPMESSAGE/pycorrector#安装依赖
Dockerfile	https://github.com/PPMESSAGE/pycorrector/blob/master/Dockerfile
	https://github.com/PPMESSAGE/pycorrector/blob/master/docs/git_image/docker.png
安装kenlm-wiki	https://github.com/shibing624/pycorrector/wiki/Install-kenlm
	https://github.com/PPMESSAGE/pycorrector#usage
	https://github.com/PPMESSAGE/pycorrector#文本纠错
examples/base_demo.py	https://github.com/PPMESSAGE/pycorrector/blob/master/examples/base_demo.py
模型文件(2.8G)	https://deepspeech.bj.bcebos.com/zh_lm/zh_giga.no_cna_cmn.prune01244.klm
	https://github.com/PPMESSAGE/pycorrector#错误检测
examples/detect_demo.py	https://github.com/PPMESSAGE/pycorrector/blob/master/examples/detect_demo.py
	https://github.com/PPMESSAGE/pycorrector#成语专名纠错
examples/proper_correct_demo.py	https://github.com/PPMESSAGE/pycorrector/blob/master/examples/proper_correct_demo.py
	https://github.com/PPMESSAGE/pycorrector#自定义混淆集
examples/use_custom_confusion.py	https://github.com/PPMESSAGE/pycorrector/blob/master/examples/use_custom_confusion.py
	https://github.com/PPMESSAGE/pycorrector#自定义语言模型
people2014corpus_chars.klm(密码o5e9)	https://pan.baidu.com/s/1I2GElyHy_MAdek3YaziFYw
examples/load_custom_language_model.py	https://github.com/PPMESSAGE/pycorrector/blob/master/examples/load_custom_language_model.py
	https://github.com/PPMESSAGE/pycorrector#英文拼写纠错
examples/en_correct_demo.py	https://github.com/PPMESSAGE/pycorrector/blob/master/examples/en_correct_demo.py
	https://github.com/PPMESSAGE/pycorrector#中文简繁互换
examples/traditional_simplified_chinese_demo.py	https://github.com/PPMESSAGE/pycorrector/blob/master/examples/traditional_simplified_chinese_demo.py
	https://github.com/PPMESSAGE/pycorrector#命令行模式
	https://github.com/PPMESSAGE/pycorrector#deep-model-usage
macbert	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/macbert
seq2seq	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/seq2seq
bert	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/bert
electra	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/electra
transformer	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/transformer
ernie-csc	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/ernie_csc
T5	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/t5
	https://github.com/PPMESSAGE/pycorrector#使用方法
	https://github.com/PPMESSAGE/pycorrector#macbert4csc模型推荐
https://huggingface.co/shibing624/macbert4csc-base-chinese	https://huggingface.co/shibing624/macbert4csc-base-chinese
detection	https://github.com/shibing624/pycorrector/blob/c0f31222b7849c452cc1ec207c71e9954bd6ca08/pycorrector/macbert/macbert4csc.py#L18
	https://github.com/shibing624/pycorrector/blob/master/docs/git_image/macbert_network.jpg
pycorrector/macbert/README.md	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/macbert/README.md
examples/macbert_demo.py	https://github.com/PPMESSAGE/pycorrector/blob/master/examples/macbert_demo.py
	https://github.com/PPMESSAGE/pycorrector#使用pycorrector调用纠错
	https://github.com/PPMESSAGE/pycorrector#使用原生transformers库调用纠错
	https://github.com/PPMESSAGE/pycorrector#erniecsc模型
PaddleNLP	https://bj.bcebos.com/paddlenlp/taskflow/text_correction/csc-ernie-1.0/csc-ernie-1.0.pdparams
https://bj.bcebos.com/paddlenlp/taskflow/text_correction/csc-ernie-1.0/csc-ernie-1.0.pdparams	https://bj.bcebos.com/paddlenlp/taskflow/text_correction/csc-ernie-1.0/csc-ernie-1.0.pdparams
	https://user-images.githubusercontent.com/10826371/131974040-fc84ec04-566f-4310-9839-862bfb27172e.png
pycorrector/ernie_csc/README.md	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/ernie_csc/README.md
examples/ernie_csc_demo.py	https://github.com/PPMESSAGE/pycorrector/blob/master/examples/ernie_csc_demo.py
	https://github.com/PPMESSAGE/pycorrector#使用pycorrector调用纠错-1
	https://github.com/PPMESSAGE/pycorrector#使用paddlenlp库调用纠错
	https://github.com/PPMESSAGE/pycorrector#seq2seq模型
pycorrector/seq2seq	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/seq2seq
	https://github.com/PPMESSAGE/pycorrector#训练
	https://github.com/PPMESSAGE/pycorrector#预测
	https://github.com/PPMESSAGE/pycorrector/blob/master/docs/git_image/convseq2seq_ret.png
	https://github.com/PPMESSAGE/pycorrector#release-models
https://github.com/shibing624/pycorrector/releases/download/0.4.5/convseq2seq_correction.tar.gz	https://github.com/shibing624/pycorrector/releases/download/0.4.5/convseq2seq_correction.tar.gz
	https://github.com/PPMESSAGE/pycorrector#dataset
百度网盘（密码01b9）	https://pan.baidu.com/s/1BV5tr9eONZCI0wERFvr0gQ
官方csc.html	http://nlp.ee.ncu.edu.tw/resource/csc.html
Automatic-Corpus-Generation dimmywang提供	https://github.com/wdimmy/Automatic-Corpus-Generation/blob/master/corpus/train.sgml
飞书（密码cHcu）	https://l6pmn3b1eo.feishu.cn/file/boxcnKpildqIseq1D4IrLwlir7c?from=from_qr_code
官方trainingdata	http://tcci.ccf.org.cn/conference/2018/dldoc/trainingdata02.tar.gz
百度网盘（密码m6fg）	https://pan.baidu.com/s/1BkDru60nQXaDVLRSr7ktfA
飞书（密码gl9y）	https://l6pmn3b1eo.feishu.cn/file/boxcnudJgRs5GEMhZwe77YGTQfc?from=from_qr_code
百度网盘（密码n31j）	https://pan.baidu.com/s/1DaOX89uL1JRaZclfrV9C0g
飞书（密码Q9LH）	https://l6pmn3b1eo.feishu.cn/file/boxcntebW3NI6OAaqzDUXlZHoDb?from=from_qr_code
pycorrector/macbert/README.md	https://github.com/PPMESSAGE/pycorrector/blob/master/pycorrector/macbert/README.md
NLPCC2018-GEC	http://tcci.ccf.org.cn/conference/2018/taskdata.php
trainingdata	http://tcci.ccf.org.cn/conference/2018/dldoc/trainingdata02.tar.gz
百度网盘（密码n31j）	https://pan.baidu.com/s/1DaOX89uL1JRaZclfrV9C0g
百度网盘（密码:m6fg）	https://pan.baidu.com/s/1BkDru60nQXaDVLRSr7ktfA
	https://github.com/PPMESSAGE/pycorrector#language-model
什么是语言模型？-wiki	https://github.com/shibing624/pycorrector/wiki/%E7%BB%9F%E8%AE%A1%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%E5%8E%9F%E7%90%86
zh_giga.no_cna_cmn.prune01244.klm(2.8G)	https://deepspeech.bj.bcebos.com/zh_lm/zh_giga.no_cna_cmn.prune01244.klm
people2014corpus_chars.klm(密码o5e9)	https://pan.baidu.com/s/1I2GElyHy_MAdek3YaziFYw
http://blog.csdn.net/mingzai624/article/details/79560063	http://blog.csdn.net/mingzai624/article/details/79560063
	https://github.com/PPMESSAGE/pycorrector#todo
	https://github.com/PPMESSAGE/pycorrector#contact
	https://github.com/shibing624/pycorrector/issues
	https://github.com/shibing624/pycorrector/discussions
	https://github.com/shibing624/pycorrector/blob/master/docs/git_image/wechat.jpeg
	https://github.com/PPMESSAGE/pycorrector#citation
	https://github.com/PPMESSAGE/pycorrector#license
	https://github.com/PPMESSAGE/pycorrector#contribute
	https://github.com/PPMESSAGE/pycorrector#reference
基于文法模型的中文纠错系统	https://blog.csdn.net/mingzai624/article/details/82390382
Norvig’s spelling corrector	http://norvig.com/spell-correct.html
Chinese Spelling Error Detection and Correction Based on Language Model, Pronunciation, and Shape[Yu, 2013]	http://www.aclweb.org/anthology/W/W14/W14-6835.pdf
Chinese Spelling Checker Based on Statistical Machine Translation[Chiu, 2013]	http://www.aclweb.org/anthology/O/O13/O13-1005.pdf
Chinese Word Spelling Correction Based on Rule Induction[yeh, 2014]	http://aclweb.org/anthology/W14-6822
Neural Language Correction with Character-Based Attention[Ziang Xie, 2016]	https://arxiv.org/pdf/1603.09727.pdf
Chinese Spelling Check System Based on Tri-gram Model[Qiang Huang, 2014]	http://www.anthology.aclweb.org/W/W14/W14-6827.pdf
Neural Abstractive Text Summarization with Sequence-to-Sequence Models[Tian Shi, 2018]	https://arxiv.org/abs/1812.02303
基于深度学习的中文文本自动校对研究与实现[杨宗霖, 2019]	https://github.com/shibing624/pycorrector/blob/master/docs/%E5%9F%BA%E4%BA%8E%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E7%9A%84%E4%B8%AD%E6%96%87%E6%96%87%E6%9C%AC%E8%87%AA%E5%8A%A8%E6%A0%A1%E5%AF%B9%E7%A0%94%E7%A9%B6%E4%B8%8E%E5%AE%9E%E7%8E%B0.pdf
A Sequence to Sequence Learning for Chinese Grammatical Error Correction[Hongkai Ren, 2018]	https://link.springer.com/chapter/10.1007/978-3-319-99501-4_36
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators	https://openreview.net/pdf?id=r1xMH1BtvB
Revisiting Pre-trained Models for Chinese Natural Language Processing	https://arxiv.org/abs/2004.13922
42.193.145.218/product/corrector/	http://42.193.145.218/product/corrector/
Readme	https://github.com/PPMESSAGE/pycorrector#readme-ov-file
Apache-2.0 license	https://github.com/PPMESSAGE/pycorrector#Apache-2.0-1-ov-file
Contributing	https://github.com/PPMESSAGE/pycorrector#contributing-ov-file
Please reload this page	https://github.com/PPMESSAGE/pycorrector
Activity	https://github.com/PPMESSAGE/pycorrector/activity
Custom properties	https://github.com/PPMESSAGE/pycorrector/custom-properties
0 forks	https://github.com/PPMESSAGE/pycorrector/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FPPMESSAGE%2Fpycorrector&report=PPMESSAGE+%28user%29
Releases	https://github.com/PPMESSAGE/pycorrector/releases
Packages 0	https://github.com/orgs/PPMESSAGE/packages?repo_name=pycorrector
Please reload this page	https://github.com/PPMESSAGE/pycorrector
Contributors	https://github.com/PPMESSAGE/pycorrector/graphs/contributors
Please reload this page	https://github.com/PPMESSAGE/pycorrector
	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.