Chinese language Model(kenlm)
kenlm language model:
- big model: zh_giga.no_cna_cmn.prune01244.klm
- small model: people2014corpus_chars.klm
Usage
本项目开源在 pycorrector 项目:pycorrector,可支持kenlm模型,通过如下命令调用:
Install package:
pip install -U pycorrector
from pycorrector import Corrector
model = Corrector(language_model_path='people2014corpus_chars.klm')
print(model.correct('少先队员因该为老人让坐')) # ['少先队员应该为老人让座。']
如果需要训练文本纠错模型,请参考https://github.com/shibing624/pycorrector
Citation
@software{pycorrector,
author = {Ming Xu},
title = {pycorrector: Text Error Correction Tool},
year = {2023},
url = {https://github.com/shibing624/pycorrector},
}