Posted on October 11, 2019 | Back to Showreel

A Visual Analysis Tool to Explore Learned Representations in Transformers Models

Tags: technical, text (NLP), ux-of-ai | Paper

This is a nice exploration in the space of UX of AI, and the ability to understand what drives particular decisions and outcomes in a model. These days, big text models (a “Transformer” is a certain kind of text model) can be quite hard to understand.

The idea in this paper is to present a UI that can help with this! Nice development. We can expect to see much more of this kind of thing over the years.