Rasa Algorithm Whiteboard Splitting Intent Classes

Summary

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 a qualitative argument of why you may not need to worry about pre-trained embeddings too much. What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... 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 ... 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'd to demonstrate an new tool that we've open-sourced. It's called "whatlies" and the goal of the package is to ... This video is the second version of an original video. The content of the original video still holds true, but we decided to change ... 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 ... Countvectors are still an unsung hero in natural language processing. This is especially true in 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 ... In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ...