traduzir

simple-translate

Translators/Paraphraser for casual usage

baidu translator (api) provided by paddlehub

baidu language detector (api)

text style transfer:

https://blog.csdn.net/qq_27590277/article/details/106991084

python google translate api:

pip install googletrans

google translate in php:

https://github.com/Stichoza/google-translate-php

paraphrase via rephrasing and reordering

pegasus paraphrase:

increase the num_beams and temperature

https://analyticsindiamag.com/how-to-paraphrase-text-using-pegasus-transformer/

https://www.thepythoncode.com/article/paraphrase-text-using-transformers-in-python

example paraphrase project using LSTM as decoder and encoder:

https://github.com/vsuthichai/paraphraser

paraphrase with t5:

https://github.com/Vamsi995/Paraphrase-Generator

paraphrase dataset:

https://github.com/Wys997/Chinese-Paraphrase-from-Quora

文本纠错

https://github.com/James4Ever0/pycorrector

数据增强 变换句子形式

https://yongzhuo.blog.csdn.net/article/details/89166307

https://github.com/zhanlaoban/eda_nlp_for_Chinese

calculate perplexity:

https://github.com/DUTANGx/Chinese-BERT-as-language-model

https://github.com/James4Ever0/nlp-fluency

https://zhuanlan.zhihu.com/p/265677864

https://github.com/mattzheng/py-kenlm-model

multi-purpose tool for chinese: 偏旁部首 情感分析

https://github.com/SeanLee97/xmnlp

敏感词过滤 语言检测 训练语料库

https://github.com/fighting41love/funNLP

paraphraser.io

multilingual paraphrase database:

paraphrase.org

simbert

https://www.zhihu.com/question/317540171

BERT：原始版本bertRoberta：哈工大开源的中文wwm roberta模型BERT-SQ：本人在百度知道相似句数据集(Sim-Query)上微调后的bert模型Roberta-SQ：同上BERT-Whitening： @苏剑林 最新博客中提出的白化模型。Roberta-Whitening：同上

https://yongzhuo.blog.csdn.net/article/details/89166307

language fluency test:

https://github.com/baojunshan/nlp-fluency

many paraphraser models for english are on huggingface, but few for chinese.

https://huggingface.co/lijingxin/mt5-for-zh-paraphrase

https://pypi.org/project/genienlp/

https://github.com/salesforce/decaNLP

parrot paraphraser with nlu engines for english:

https://github.com/PrithivirajDamodaran/Parrot_Paraphraser

sentence level paraphraser:

https://github.com/vsuthichai/paraphraser

document level paraphraser, with sentence rewriting and reordering(shuffle):

https://github.com/L-Zhe/CoRPG

https://pypi.org/project/lexsub/

https://github.com/hit-joseph/lexical-paraphrase-extraction

synonyms (python library)

you can also train a contextual search tool using fine-tuned repurposed paraphrase model.

https://pypi.org/project/nlp-text-search/

文言文

https://github.com/raynardj/yuan

粤语

https://huggingface.co/x-tech

huggingface有英语翻译到其他语言的模型 没有翻译成中文的模型

在线

https://github.com/nidhaloff/deep-translator

https://github.com/UlionTse/translators

translatepy

离线

https://huggingface.co/tasks/translation

https://huggingface.co/Helsinki-NLP/opus-mt-zh-en

https://github.com/argosopentech/argos-translate

libretranslate

https://github.com/Teuze/translate

https://github.com/xhlulu/dl-translate/

facebook/mbart-large-50-many-to-many-mmt

mbart50

m2m100

view under https://huggingface.co/tasks to see great models fitting exact needs.