My humble contribution to the democratization of the Chinese NLP technology (currently based on Fast.ai library).
[WIP] This project is still in a very early development stage. Things might change dramatically in the near future.
Blog post(s):
- [Preview] Developing Modern Chinese NLP Models - Briefly described dataset preparation processes and some preliminary results.
Pre-built docker image: docker pull ceshine/pytorch-fastai. Or build the image yourself with the accompanied Dockerfile.
- Language Model (Wikipedia Articles): next character prediction.
- Sentiment Analysis (Douban Movie Reviews): movie rating prediction.
- Language Model (Wikipedia Articles): next character prediction.
- Sentiment Analysis (Douban Movie Reviews): movie rating prediction.
- Language Model (Wikipedia Articles): next character prediction.
- Sentiment Analysis (Douban Movie Reviews): movie rating prediction.