NLP In Action

Share how to do NLP tasks with some SOTA techniques, looking forwards for feedback and suggestion ^-^

NER

Do Named Entity Recognition(NER) with google BERT model

• Post:NER with BERT in Action
• Notebook:NER with BERT or NER with BERT
• Model explain: BERT in theory

Text Classification

Do Text Classification with google&CMU XLNet model

• Post:Text Classification with XLNet in Action
• Notebook:Textclassification_with_XLNET or Textclassification_with_XLNET

Text Generation

Do Text Generation with OpenAI's GPT-2 model

• Post:Text Generation with GPT-2 in Action
• Notebook:Textgeneration_with_GPT2 or Textgeneration_with_GPT2

TODO

• [X] Update to transformers library support
• [X] Add inference support