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Embedding word methods to convert text to vectors
| Word Embedding Methods | |
|---|---|
| One Hot Encoding | |
| Word2vec | Skip gram |
| CBOW | |
| Global Vectors (Glove) | |
| FAST TEXT | |
| ELMO(Embedding Language Model) | |
| BERT | Bio Bert |
| Clinical Bert | |
| SCI BERT | |
| Other methods | ULMFIT (Universal Language Model Fine-Tuning) &GPT (Generative Pre-Training) &XLM(Cross-language Model) & ERNIE(Enhanced Language Representation with Informative Entities) |
