Rasa Algorithm Whiteboard Meaningful Benchmarks

Summary

It's easy to get distracted when you go down the rabbit hole of This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... In this video we'll highlight the main points of the starspace paper. It's an influencial piece of work and here at How do you judge the quality of a virtual assistant? Can we look at the intent classification scores and call it a day? Or do we need ... It turns out that you can drop a lot of weights from your neural network without seeing a drastic effect on accuracy. In this video ... Instead of debugging a model, it might be *much* more effective to consider debugging your data. In this video, we'll discuss ... We're starting a new playlist! Introducing the The way the response selector is implemented in Text translation is hard, especially when you've only gotten a small amount of data to work with. But still ... we may be interested in ... When you iterate on your data, you also want to iterate on your model. It'd be a shame to have to retrain from scratch every single ... Word Embeddings have a bias issue. In this video we'll explore what this means by looking at gender bias. We will try to find a ... What might an assistant do if it sees a text from a language that it isn't trained on? It might make assumptions because it's unlike ...