Rasa Algorithm Whiteboard Response Selection Implementation

Summary

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 ... This video is the second version of an original video. The content of the original video still holds true, but we decided to change ... 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 ... The Universal Sentence Encoder is an embedding for sentences as opposed to words. There are a few interesting tricks that are ... In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ... In this video we'll explore how TED works in practice. We'll build a digital assistant that needs to count down and we'll see that the ... 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 ... Instead of debugging a model, it might be *much* more effective to consider debugging your data. In this video, we'll discuss ... This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... When you're uncertain about a prediction it's probably best not to immediately automate it. In this video, we'll discuss a fallback ... In the age of deep learning and transformers, rule-based systems can still be a great idea. In this video, we hope to demonstrate ...