Sentence Rewrite (Text Formalization) by using machine learning

Method 1 

• Use ‘Sentence correction’ model to get a correct sentence.

  https://huggingface.co/shibing624/mengzi-t5-base-chinese-correction

• Use ‘Punctuation correction’ model to get a more correct sentence.

  https://huggingface.co/raynardj/classical-chinese-punctuation-guwen-biaodian

If you have an advanced AI bot, you may directly ask him/she “Do you know how to speak ‘xxx’ in a another better way?”

Method 2

• Use ‘Punctuation and grammar correction’ model to get a more correct sentence.

  https://huggingface.co/oliverguhr/spelling-correction-english-base

• Use ‘BART Paraphrase’ model to get a simpler sentence.

  https://huggingface.co/eugenesiow/bart-paraphrase

• [Optional] Use ‘sentence style transfering’ or ‘text rewrite’ or ‘Text Formalizing’ model to rewrite the sentence.

  https://huggingface.co/tuner007/pegasus_paraphrase

Method 3

• Use ‘Offline Google translation’ model to translate that sentence to English language.
• Use ‘Punctuation and grammar correction’ model to get a more correct sentence.

  https://huggingface.co/oliverguhr/spelling-correction-english-base

• [Optional] Use ‘sentence style transfering’ or ‘text rewrite’ or ‘Text Formalizing’ model to rewrite the sentence.

  https://huggingface.co/tuner007/pegasus_paraphrase

• Translate English sentence back to the original language.

If you have an advanced AI bot, you may directly ask him/she “Do you know how to speak ‘xxx’ in a another better way?”

Author

yingshaoxo

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