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 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 ... Countvectors are still an unsung hero in natural language processing. This is especially true in 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 ... 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 ... 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 ... Instead of debugging a model, it might be *much* more effective to consider debugging your data. In this video, we'll discuss ... The way the response selector is implemented in 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 ... 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 video explains the separate parts of the DIET architecture and how they are combined into an architecture that is useful in a ...