Rasa Algorithm Whiteboard Sparsity

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 ... 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 We're starting a new playlist! Introducing the 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 ... In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much. In this video, we will explore pre-trained spaCy models and use them to detect names. These pre-trained models are great, but ... 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 ... This is the fourth and final video on attention mechanisms. In the previous video we introduced multiheaded keys, queries and ... 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 ... It's easy to get distracted when you go down the rabbit hole of performance statistics. But! Not every impressive benchmark is ... In the age of deep learning and transformers, rule-based systems can still be a great idea. In this video, we hope to demonstrate ...