Rasa Algorithm Whiteboard Finding Unexpected Intents

Summary

In this video, we'll try to find What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ... This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... Bad labels make your benchmarks unreliable, so how might we find some? In this video, we'll try out one trick and we'll see if it ... Instead of debugging a model, it might be *much* more effective to consider debugging your data. In this video, we'll discuss ... It's easy to get distracted when you go down the rabbit hole of performance statistics. But! Not every impressive benchmark is ... When you're uncertain about a prediction it's probably best not to immediately automate it. In this video, we'll discuss a fallback ... 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 ... 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