Transformers

Towards Data Science

The Transformer in NLP is a novel architecture that aims to solve sequence-to-sequence tasks while handling long-range dependencies with ease using self attention.

The Map Of Transformers

Towards Data Science

Transformers A broad overview of Transformers research Fig. 1. Isometric map. Designed by vectorpocket / Freepik. 1\. Introduction The pace of research in deep learning has accelerated significantly ...

“MLshorts” 9: What are Transformers

Python in Plain English

Describe in under 300 words Photo by Arseny Togulev on Unsplash What is it? 🤔 Transformers? Are we talking about Optimus Prime?? No, definitely not! In Machine Learning, Transformers are a type of n...

Transformers (Attention Is All You Need) In Depth

Python in Plain English

Transformers, in the context of machine learning and artificial intelligence, refer to a type of deep learning model architecture designed primarily for natural language processing (NLP) tasks. They h...

Understanding Transformers, the Programming Way

Towards Data Science

Transformers have become the defacto standard for NLP tasks nowadays. They started being used in NLP but they are now being used in Computer Vision and sometimes to generate music as well. I am sure…

Transformers (State-of-the-art Natural Language Processing)

Towards Data Science

This is a 3 part series where we will be going through Transformers, BERT, and a hands-on Kaggle challenge — Google QUEST Q&A Labeling to see Transformers in action (top 4.4% on the leaderboard). In…

Understanding Transformers

Towards Data Science

A straightforward breakdown of “Attention is All You Need”¹ The transformer came out in 2017. There have been many, many articles explaining how it works, but I often find them either going too deep ...

🚜 Transformers Continue Setting Records

TheSequence

📝 Editorial Transformers can be considered one of the most important milestones in the last decade of machine learning. Since Google’s famous paper: Attention is All You Need, the machine learning co...

📹 🤖 Transformers for Video

TheSequence

📝 Editorial Transformers are universally acknowledged as the most important development in deep learning architectures of the last decade. The impact of transformers in natural language understanding...

The A-Z of Transformers: Everything You Need to Know

Towards Data Science

Everything you need to know about Transformers, and how to implement them Image by author Why another tutorial on Transformers? You have probably already heard of Transformers, and everyone talks abo...