Media Summary: 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 ... 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 ...

Rasa Algorithm Whiteboard Measuring Bias - Detailed Analysis & Overview

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 ... 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 video explains the separate parts of the DIET architecture and how they are combined into an architecture that is useful in a ... 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 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 ...

Photo Gallery

Rasa Algorithm Whiteboard: Measuring Bias in Word Embeddings
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard - The Maths Behind De-Biasing in Word Embeddings
Rasa Algorithm Whiteboard: Debiasing via Projections Doesn't Always Work
Rasa Algorithm Whiteboard - Measuring Quality with Markers
Rasa Algorithm Whiteboard - Transformers & Attention 2: Keys, Values, Queries
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Paper Club with Arvid J Kingl  - On Measurement Bias in Casual Inference
Rasa Algorithm Whiteboard - Diet Architecture 1: How it Works
Rasa Algorithm Whiteboard - Understanding Word Embeddings 4: Whatlies
Rasa Algorithm Whiteboard - General Embeddings vs. Specific Problems
Rasa Algorithm Whiteboard - Splitting Intent Classes
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Rasa Algorithm Whiteboard: Measuring Bias in Word Embeddings

Rasa Algorithm Whiteboard: Measuring Bias in Word Embeddings

Word Embeddings have a

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

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

Rasa Algorithm Whiteboard: Debiasing via Projections Doesn't Always Work

Rasa Algorithm Whiteboard: Debiasing via Projections Doesn't Always Work

In the previous videos, we've started

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 ...

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 - 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 ...

Paper Club with Arvid J Kingl  - On Measurement Bias in Casual Inference

Paper Club with Arvid J Kingl - On Measurement Bias in Casual Inference

Introduction ...

Rasa Algorithm Whiteboard - Diet Architecture 1: How it Works

Rasa Algorithm Whiteboard - Diet Architecture 1: How it Works

This video explains the separate parts of the DIET architecture and how they are combined into an architecture that is useful in a ...

Rasa Algorithm Whiteboard - Understanding Word Embeddings 4: Whatlies

Rasa Algorithm Whiteboard - Understanding Word Embeddings 4: Whatlies

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 ...

Rasa Algorithm Whiteboard - General Embeddings vs. Specific Problems

Rasa Algorithm Whiteboard - General Embeddings vs. Specific Problems

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 - 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 - UnexpecTEDIntentPolicy Details

Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details

In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ...