Media Summary: Word Embeddings have a bias issue. In this video we'll explore what this means by looking at gender bias. We will try to find a ... This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... It's easy to get distracted when you go down the rabbit hole of performance statistics. But! Not every impressive benchmark is ...

Rasa Algorithm Whiteboard Measuring Quality - Detailed Analysis & Overview

Word Embeddings have a bias issue. In this video we'll explore what this means by looking at gender bias. We will try to find a ... This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... It's easy to get distracted when you go down the rabbit hole of performance statistics. But! Not every impressive benchmark is ... 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 this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much. We're starting a new playlist! Introducing the

If you're just getting started with a virtual assistant you might be able to quickly get inspiration for intents/labels by using ... 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 ... 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 this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ...

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Rasa Algorithm Whiteboard - Measuring Quality with Markers
Rasa Algorithm Whiteboard: Measuring Bias in Word Embeddings
Rasa Algorithm Whiteboard - Transformers & Attention 2: Keys, Values, Queries
Rasa Algorithm Whiteboard - Meaningful Benchmarks
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard - General Embeddings vs. Specific Problems
Rasa Algorithm Whiteboard: Debiasing via Projections Doesn't Always Work
Introducing The Algorithm Whiteboard
Rasa Algorithm Whiteboard - Bulk Labelling
Rasa Algorithm Whiteboard - Incremental Training
Rasa Algorithm Whiteboard - Sparsity
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Rasa Algorithm Whiteboard - Measuring Quality with Markers

Rasa Algorithm Whiteboard - Measuring Quality with Markers

How do you judge the

Rasa Algorithm Whiteboard: Measuring Bias in Word Embeddings

Rasa Algorithm Whiteboard: Measuring Bias in Word Embeddings

Word Embeddings have a bias issue. In this video we'll explore what this means by looking at gender bias. We will try to find a ...

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 - Meaningful Benchmarks

Rasa Algorithm Whiteboard - Meaningful Benchmarks

It's easy to get distracted when you go down the rabbit hole of performance statistics. But! Not every impressive benchmark is ...

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 - 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 - 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: Debiasing via Projections Doesn't Always Work

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

In the previous videos, we've started

Introducing The Algorithm Whiteboard

Introducing The Algorithm Whiteboard

We're starting a new playlist! Introducing the

Rasa Algorithm Whiteboard - Bulk Labelling

Rasa Algorithm Whiteboard - Bulk Labelling

If you're just getting started with a virtual assistant you might be able to quickly get inspiration for intents/labels by using ...

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 - 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 - 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 ...