Media Summary: This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ...
Rasa Algorithm Whiteboard Response Selection - Detailed Analysis & Overview
This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ... It's easy to get distracted when you go down the rabbit hole of performance statistics. But! Not every impressive benchmark is ... In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much. Sometimes you can change the intent labels to get a more accurate model. In this video, we will explore how to do this with a ...
In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ... 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 ... We're starting a new playlist! Introducing the Instead of debugging a model, it might be *much* more effective to consider debugging your data. In this video, we'll discuss ... When you're uncertain about a prediction it's probably best not to immediately automate it. In this video, we'll discuss a fallback ... 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 ...
This is the fourth and final video on attention mechanisms. In the previous video we introduced multiheaded keys, queries and ... 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 Countvectors are still an unsung hero in natural language processing. This is especially true in In the previous video, we've started measuring bias in word embeddings. In this video, we will attempt to remove some of this bias ...
