Rasa Algorithm Whiteboard Rulepolicy

Summary

In the age of deep learning and transformers, rule-based systems can still be a great idea. In this video, we hope to demonstrate ... When you're making a digital assistant you'll need more than just In this video we'll highlight the main points of the starspace paper. It's an influencial piece of work and here at In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ... 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 explains the separate parts of the DIET architecture and how they are combined into an architecture that is useful in a ... 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 ... In this video we'd to demonstrate an new tool that we've open-sourced. It's called "whatlies" and the goal of the package is to ... Countvectors are still an unsung hero in natural language processing. This is especially true 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 ... The way the response selector is implemented in In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ... We're starting a new playlist! Introducing the 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 if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ...