> For the complete documentation index, see [llms.txt](https://irosyadi.gitbook.io/irosyadi/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://irosyadi.gitbook.io/irosyadi/machine-learning/nlp-model.md).

# NLP Models

## List of Excellent NLP Pretrained Models

[List Pretrained Models NLP](https://www.analyticsvidhya.com/blog/2019/03/pretrained-models-get-started-nlp/):

* **Multi-Purpose NLP Models**
  * ULMFiT
  * Transformer
  * Google’s BERT
  * Transformer-XL
  * OpenAI’s GPT-2
* **Word Embeddings**
  * ELMo
  * Flair
* **Other Pretrained Models**
  * StanfordNLP
* [Reimplementation of NLP models in Jupyter](https://github.com/will-thompson-k/deeplearning-nlp-models)

## NLP Course

* [CS224n](https://web.stanford.edu/class/cs224n/index.html) : Natural Language Processing with Deep Learning