Media Summary: In this video we're going to explore GloVe embeddings while also In this video we'd like to demonstrate an new tool that we've open-sourced. It's called "whatlies" and the goal of the package is to ... In the previous video on bias, we showed that you should be careful with debiasing techniques. In this video, we zoom in on why ...
Rasa Algorithm Whiteboard Understanding Word - Detailed Analysis & Overview
In this video we're going to explore GloVe embeddings while also In this video we'd like to demonstrate an new tool that we've open-sourced. It's called "whatlies" and the goal of the package is to ... In the previous video on bias, we showed that you should be careful with debiasing techniques. In this video, we zoom in on why ... In the previous video, we've started measuring bias in We're starting a new playlist! Introducing the In this video we'll explore the idea of subword embeddings by having a look at fasttext. We'll discuss how subword embeddings ...
You might have heard about the `king - man + woman = queen` analogy. In this video we'll dive into the phenomenon of ... This video explains the separate parts of the DIET architecture and how they are combined into an architecture that is useful in a ... This video is a bit ... different. We'll be exploring a trick that sounds like it might work, but we can only confirm it by receiving ... 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 This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ...
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 fourth and final video on attention mechanisms. In the previous video we introduced multiheaded keys, queries and ... In the previous videos, we've started measuring bias in BytePair embeddings are a really cool idea. BytePair Embeddings can be seen as a lightweight variant of FastText. They need ...