Visual Studio Magazine

How to Create a Transformer Architecture Model for Natural Language Processing

The goal is to create a model that accepts a sequence of words such as "The man ran through the {blank} door" and then predicts most-likely words to fill in the blank. This article explains how to ...
VentureBeat

Microsoft trains world’s largest Transformer language model

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Microsoft AI & Research today shared what it calls the largest ...
Visual Studio Magazine

How to Fine-Tune a Transformer Architecture NLP Model

The goal is sentiment analysis -- accept the text of a movie review (such as, "This movie was a great waste of my time.") and output class 0 (negative review) or class 1 (positive review). This ...
Neowin

LaBSE, a new language-agnostic embedding model, supports 109 languages with SOTA accuracy

The fields of natural language processing (NLP) and natural language generation (NLG) have benefited greatly from the inception of the transformer architecture. Transformer models like BERT and its ...
The Next Web

What’s the transformer machine learning model? And why should you care?

This article is part of Demystifying AI, a series of posts that (try to) disambiguate the jargon and myths surrounding AI. (In partnership with Paperspace) In recent years, the transformer model has ...