Posted on October 11, 2019
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A Visual Analysis Tool to Explore Learned Representations in Transformers Models
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.