LSTM is dead. Long Live Transformers! | by Jae Duk Seo | Becoming Human: Artificial Intelligence Magazine
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
LSTM is dead. Long Live Transformers! | by Jae Duk Seo | Becoming Human: Artificial Intelligence Magazine
![PDF] R-Transformer: Recurrent Neural Network Enhanced Transformer | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/449892c8e095a97b4c9e058ae5be1e9177d805b7/2-Figure1-1.png "PDF] R-Transformer: Recurrent Neural Network Enhanced Transformer | Semantic Scholar")
PDF] R-Transformer: Recurrent Neural Network Enhanced Transformer | Semantic Scholar
![PDF] A Comparative Study on Transformer vs RNN in Speech Applications | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/0ce184bd55a4736ec64e5d82a85421298e0373ea/4-Figure2-1.png "PDF] A Comparative Study on Transformer vs RNN in Speech Applications | Semantic Scholar")
PDF] A Comparative Study on Transformer vs RNN in Speech Applications | Semantic Scholar
Understanding the Hype Around Transformer NLP Models
All you need to know about 'Attention' and 'Transformers' — In-depth Understanding — Part 1 | by Arjun Sarkar | Towards Data Science
Positional encoding, residual connections, padding masks: covering the rest of Transformer components - Data Science Blog
Why Transformers Are Becoming As Important As RNN & CNN?
What is the transformer machine learning model? – TechTalks
How Transformers Work. Transformers are a type of neural… | by Giuliano Giacaglia | Towards Data Science
Google AI Blog: Transformer: A Novel Neural Network Architecture for Language Understanding
8 Attention and Transformer - Real-World Natural Language Processing
What is a Transformer?. An Introduction to Transformers and… | by Maxime | Inside Machine learning | Medium
Attention - PRIMO.ai
Why are LSTMs struggling to matchup with Transformers? | by Harshith Nadendla | Analytics Vidhya | Medium
Transformer vs RNN and CNN for Translation Task | by Yacine BENAFFANE | Analytics Vidhya | Medium
What is a Transformer?. An Introduction to Transformers and… | by Maxime | Inside Machine learning | Medium
Transformer Neural Networks: A Step-by-Step Breakdown | Built In
Transformer to RNN/ T2RNN – Dr. Niraj Kumar
A Primer on Natural Language Processing: Sequence models vs. Attention models
When Recurrent Models Don't Need to be Recurrent – The Berkeley Artificial Intelligence Research Blog
RNN vs CNN vs Transformer | Zheyuan BAI's Blog
Replac your RNN and LSTM with Attention base Transformer model for NLP - Knowledge Transfer
Deep Learning Next Step: Transformers and Attention Mechanism - KDnuggets
RNNs, LSTMs, CNNs, Transformers and BERT | by Kelvin Jose | Analytics Vidhya | Medium
