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 ... 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 ... 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 first video on attention mechanisms. We'll start with self attention and end with transformers. We're going at it step by ... When you iterate on your data, you also want to iterate on your In this video, we'll try to find unexpected intents using the brand new UnexpectedIntentPolicy. It helps to have seen the previous ... We're starting a new playlist! Introducing the In this video we'll highlight the main points of the starspace paper. It's an influencial piece of work and here at The way the response selector is implemented in Sometimes you can change the intent labels to get a more accurate If you're just getting started with a virtual assistant you might be able to quickly get inspiration for intents/labels by using ... This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... Detecting personally identifiable information from text is typically a NER problem. It's an important problem, especially when ... When you're uncertain about a prediction it's probably best not to immediately automate it. In this video, we'll discuss a fallback ...