![The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time. The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.](https://jalammar.github.io/images/Bert-language-modeling.png)
The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.
![The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time. The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.](https://jalammar.github.io/images/elmo-forward-backward-language-model-embedding.png)
The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.
![Learn how to build powerful contextual word embeddings with ELMo | by Karan Purohit | Saarthi.ai | Medium Learn how to build powerful contextual word embeddings with ELMo | by Karan Purohit | Saarthi.ai | Medium](https://miro.medium.com/max/1400/1*ko2Ut74J_oMxF4jSo1VnCg.png)
Learn how to build powerful contextual word embeddings with ELMo | by Karan Purohit | Saarthi.ai | Medium
Catherine Yeo (she/her) on Twitter: "This trend started with ELMo (Embeddings from Language Models) in 2018 by Matthew Peters, @MarkNeumannnn, @MohitIyyer, @nlpmattg, et al. Outside NLP, @elmo likes surprises, pizza, and bubble
![The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time. The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.](https://jalammar.github.io/images/bert-transfer-learning.png)
The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.
![The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time. The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.](https://jalammar.github.io/images/BERT-classification-spam.png)
The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.
![The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time. The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.](https://jalammar.github.io/images/transformer-ber-ulmfit-elmo.png)
The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.
![Improving a Sentiment Analyzer using ELMo — Word Embeddings on Steroids – Real-World Natural Language Processing Improving a Sentiment Analyzer using ELMo — Word Embeddings on Steroids – Real-World Natural Language Processing](http://www.realworldnlpbook.com/blog/images/elmo.png)
Improving a Sentiment Analyzer using ELMo — Word Embeddings on Steroids – Real-World Natural Language Processing
![1 Python Line for ELMo Word Embeddings and t-SNE plots with John Snow Labs' NLU | by Christian Kasim Loan | spark-nlp | Medium 1 Python Line for ELMo Word Embeddings and t-SNE plots with John Snow Labs' NLU | by Christian Kasim Loan | spark-nlp | Medium](https://miro.medium.com/max/1400/1*MLpevg7RwLPnrfgCjONeKg.jpeg)