One-Click Syntax Error Enhancement Tool
Welcome to use my recent open source use of one-click syntax error enhancement tool , the tool can be 14 kinds of syntax error enhancement , different industries can be based on their own data for error replacement to train their own grammar and spelling model , I hope to promote the development of the industry's text error correction , welcome to Star, 14 kinds of errors are shown below :
For each type of error, the corresponding usage is shown below:
Installation of the environment
pip install ChineseErrorCorrector
Different types of data enhancements
1. Missing words and omissions
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.lack_word("Xiaoming lives in Beijing."))
# Output: Xiaoming in Beijing
2. Typo errors
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.wrong_word("Xiaoming lives in Beijing."))
# Output: Ming lives in North Whale
3. Lack of punctuation
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.lack_char("Xiaoming lives in Beijing and loves NLP."))
# Output: Xiaoming lives in Beijing and loves NLP.
4. Misuse of punctuation
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.wrong_char("Xiaoming lives in Beijing."))
# Output: Xiaoming lives in Beijing. Passionate about NLP.
5. Unknown subject
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.unknow_sub("Xiaoming lives in Beijing."))
# Output: Live in Beijing
6. Predicate mutilation
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.unknow_pred("Xiaoming lives in Beijing."))
# Output: Xiaoming in Beijing
7. Object mutilation
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.lack_obj("Xiaoming lives in Beijing and loves NLP."))
# Output: Xiaoming lives in Beijing and loves.
8. Other components missing
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.lack_others("Xiaoming lives in Beijing and loves NLP."))
# Output: Xiaoming lives in Beijing and loves NLP.
9. Void word redundancy
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.red_fun("Xiaoming lives in Beijing and loves NLP."))
# Output: Xiaoming lives in Beijing and loves NLP.
10. Other ingredients are superfluous
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.red_component("Xiaoming lives in Beijing and loves NLP."))
# Output: Xiaoming lives in Beijing and loves NLP. looking at the
11. Subject redundancy
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.red_sub("Xiaoming lives in Beijing and loves NLP."))
# Output: Xiaoming lives in Beijing, Xiaoming loves NLP.
12. Inappropriate word order
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.wrong_sentence_order("Xiaoming lives in Beijing and loves NLP."))
# Output: Love NLP. xiao Ming lives in Beijing.
13. Inappropriate collocation of verbs and objects
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.wrong_ver_obj("Xiaoming lives in Beijing and loves NLP."))
# Output: None , i.e. enhancement of this type of error is not possible
14. Other mismatches
from import GrammarErrorDat
cged_tool = GrammarErrorDat()
print(cged_tool.other_wrong("Xiaoming lives in Beijing and loves NLP."))
# Output: None, i.e. enhancement of this type of error is not possible
Code Address:/TW-NLP/ChineseErrorCorrector