Media Summary: When people refer to a Machine Learning backend, they typically call it a "pipeline". A pipeline is a nice mental concept, and ... In the previous video, we've started measuring bias in word embeddings. In this video, we will attempt to remove some of this bias ... 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 ...
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When people refer to a Machine Learning backend, they typically call it a "pipeline". A pipeline is a nice mental concept, and ... In the previous video, we've started measuring bias in word embeddings. In this video, we will attempt to remove some of this bias ... 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 ... This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... 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 the age of deep learning and transformers, rule-based systems can still be a great idea. In this video, we hope to demonstrate ...
This video explains the separate parts of the DIET architecture and how they are combined into an architecture that is useful in a ... If you're just getting started with a virtual assistant you might be able to quickly get inspiration for intents/labels by using ... It's easy to get distracted when you go down the rabbit hole of performance 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'll highlight the main points of the starspace paper. It's an influencial piece of work and here at In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ...
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 ...
