Media Summary: 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 ... In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ...

Rasa Algorithm Whiteboard Response Selection - Detailed Analysis & Overview

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 ... In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ... In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much. What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... This is the fourth and final video on attention mechanisms. In the previous video we introduced multiheaded keys, queries and ...

It's easy to get distracted when you go down the rabbit hole of performance statistics. But! Not every impressive benchmark is ... We're starting a new playlist! Introducing the 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 ... Instead of debugging a model, it might be *much* more effective to consider debugging your data. In this video, we'll discuss ...

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Rasa Algorithm Whiteboard - Response Selection: Implementation
Rasa Algorithm Whiteboard - Response Selection
Rasa Algorithm Whiteboard - Transformers & Attention 2: Keys, Values, Queries
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Rasa Algorithm Whiteboard: Debiasing via Projections Doesn't Always Work
Rasa Algorithm Whiteboard - General Embeddings vs. Specific Problems
Rasa Algorithm Whiteboard - UnexpecTED Intent Policy
Rasa Algorithm Whiteboard: Transformers & Attention 4 - Transformers
Rasa Algorithm Whiteboard - Meaningful Benchmarks
Introducing The Algorithm Whiteboard
Rasa Algorithm Whiteboard - Splitting Intent Classes
Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details
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Rasa Algorithm Whiteboard - Response Selection: Implementation

Rasa Algorithm Whiteboard - Response Selection: Implementation

The way the

Rasa Algorithm Whiteboard - Response Selection

Rasa Algorithm Whiteboard - Response Selection

Inside of

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 ...

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 measuring bias in word embedding and tried to counteract the bias with a linear algebra ...

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 - UnexpecTED Intent Policy

Rasa Algorithm Whiteboard - UnexpecTED Intent Policy

What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ...

Rasa Algorithm Whiteboard: Transformers & Attention 4 - Transformers

Rasa Algorithm Whiteboard: Transformers & Attention 4 - Transformers

This is the fourth and final video on attention mechanisms. In the previous video we introduced multiheaded keys, queries and ...

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 ...

Introducing The Algorithm Whiteboard

Introducing The Algorithm Whiteboard

We're starting a new playlist! Introducing the

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 ...

Rasa Algorithm Whiteboard - Iterate on Data

Rasa Algorithm Whiteboard - Iterate on Data

Instead of debugging a model, it might be *much* more effective to consider debugging your data. In this video, we'll discuss ...