Organize NLP related knowledge
- 1-st NLP marathon: learn how whole steps along NLP projects using traditional ML and advancded DL
- Linebot + BERT application: learn how to use flask/fastapi framework to let NLP model using in the real world situation
- Traditional keyword extraction
- Deep learning based keyword extraction
- News Classification(BERT)
- Build BERT model barly on keras framework
- BERT in QA
- Basic usage of SBERT
- Basic usage of seq2seq model
- Stock prediction based on news
- Build NER based on Transformer model
- Practice with Python NLP processing
- Topic modeling
- Multimodal-entailment
- Semantic-similarity-Roberta
- ...