Share how to do NLP tasks with some SOTA techniques, looking forwards for feedback and suggestion ^-^
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
Do Text Classification with google&CMU XLNet model
- Post:Text Classification with XLNet in Action
- Notebook:Textclassification_with_XLNET or Textclassification_with_XLNET
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
- Update to transformers library support
- Add inference support