Rasa Algorithm Whiteboard Model Confidence V2

Summary

This video is the second version of an original video. The content of the original video still holds true, but we decided to change ... When you iterate on your data, you also want to iterate on your In this video we'll highlight the main points of the starspace paper. It's an influencial piece of work and here at This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... 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 ... The Universal Sentence Encoder is an embedding for sentences as opposed to words. There are a few interesting tricks that are ... This is the third video on attention mechanisms. In the previous video we introduced keys, queries and values and in this video ... Sometimes you can change the intent labels to get a more accurate When you're uncertain about a prediction it's probably best not to immediately automate it. In this video, we'll discuss a fallback ... Bad labels make your benchmarks unreliable, so how might we find some? In this video, we'll try out one trick and we'll see if it ... In the age of deep learning and transformers, rule-based systems can still be a great idea. In this video, we hope to demonstrate ... This is the fourth and final video on attention mechanisms. In the previous video we introduced multiheaded keys, queries and ... The way the response selector is implemented in If you're just getting started with a virtual assistant you might be able to quickly get inspiration for intents/labels by using ... What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ...