Media Summary: In the previous video, we've started measuring bias in word embeddings. In this video, we will attempt to remove some of this bias ... In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much.
Rasa Algorithm Whiteboard Using Projections - Detailed Analysis & Overview
In the previous video, we've started measuring bias in word embeddings. In this video, we will attempt to remove some of this bias ... In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much. 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 ... The way the response selector is implemented in
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 is the first video on attention mechanisms. We'll start Sometimes you can change the intent labels to get a more accurate model. In this video, we will explore how to do this We're starting a new playlist! Introducing the When people refer to a Machine Learning backend, they typically call it a "pipeline". A pipeline is a nice mental concept, and ... 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 try to find unexpected intents In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ... It's easy to get distracted when you go down the rabbit hole of performance statistics. But! Not every impressive benchmark is ... What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... 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 ...
