Media Summary: It's easy to get distracted when you go down the rabbit hole of In this third video of the series we will In the previous video, we've started measuring bias in word embeddings. In this video, we will attempt to remove some of this bias ...

Rasa Algorithm Whiteboard Meaningful Benchmarks - Detailed Analysis & Overview

It's easy to get distracted when you go down the rabbit hole of In this third video of the series we will 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 second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... 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 first video on attention mechanisms. We'll start with self attention and end with transformers. We're going at it step by ...

In the previous video on bias, we showed that you should be careful with debiasing techniques. In this video, we zoom in on why ... We're starting a new playlist! Introducing the 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 ... The way the response selector is implemented in 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 ... This video is the second version of an original video. The content of the original video still holds true, but we decided to change ...

How do you judge the quality of a virtual assistant? Can we look at the intent classification scores and call it a day? Or do we need ...

Photo Gallery

Rasa Algorithm Whiteboard - Meaningful Benchmarks
Rasa Algorithm Whiteboard - Diet Architecture 3: Benchmarking
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard - Transformers & Attention 2: Keys, Values, Queries
Rasa Algorithm Whiteboard - Incremental Training
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Rasa Algorithm Whiteboard - The Maths Behind De-Biasing in Word Embeddings
Introducing The Algorithm Whiteboard
Rasa Algorithm Whiteboard - Sparsity
Rasa Algorithm Whiteboard - Response Selection: Implementation
Rasa Algorithm Whiteboard - Splitting Intent Classes
Rasa Algorithm Whiteboard - Model Confidence v2
View Detailed Profile
Rasa Algorithm Whiteboard - Meaningful Benchmarks

Rasa Algorithm Whiteboard - Meaningful Benchmarks

It's easy to get distracted when you go down the rabbit hole of

Rasa Algorithm Whiteboard - Diet Architecture 3: Benchmarking

Rasa Algorithm Whiteboard - Diet Architecture 3: Benchmarking

In this third video of the series we will

Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings

Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings

In the previous video, we've started measuring bias in word embeddings. In this video, we will attempt to remove some of this bias ...

Rasa Algorithm Whiteboard - Transformers & Attention 2: Keys, Values, Queries

Rasa Algorithm Whiteboard - Transformers & Attention 2: Keys, Values, Queries

This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ...

Rasa Algorithm Whiteboard - Incremental Training

Rasa Algorithm Whiteboard - Incremental Training

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 ...

Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention

Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention

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 ...

Rasa Algorithm Whiteboard - The Maths Behind De-Biasing in Word Embeddings

Rasa Algorithm Whiteboard - The Maths Behind De-Biasing in Word Embeddings

In the previous video on bias, we showed that you should be careful with debiasing techniques. In this video, we zoom in on why ...

Introducing The Algorithm Whiteboard

Introducing The Algorithm Whiteboard

We're starting a new playlist! Introducing the

Rasa Algorithm Whiteboard - Sparsity

Rasa Algorithm Whiteboard - Sparsity

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 ...

Rasa Algorithm Whiteboard - Response Selection: Implementation

Rasa Algorithm Whiteboard - Response Selection: Implementation

The way the response selector is implemented in

Rasa Algorithm Whiteboard - Splitting Intent Classes

Rasa Algorithm Whiteboard - Splitting Intent Classes

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 ...

Rasa Algorithm Whiteboard - Model Confidence v2

Rasa Algorithm Whiteboard - Model Confidence v2

This video is the second version of an original video. The content of the original video still holds true, but we decided to change ...

Rasa Algorithm Whiteboard - Measuring Quality with Markers

Rasa Algorithm Whiteboard - Measuring Quality with Markers

How do you judge the quality of a virtual assistant? Can we look at the intent classification scores and call it a day? Or do we need ...