Media Summary: In this video, we will discuss some technical What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... 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 Unexpectedintentpolicy Details - Detailed Analysis & Overview

In this video, we will discuss some technical What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... 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 this video, we'll try to find unexpected intents using the brand new In this video, we will explore pre-trained spaCy models and use them to detect names. These pre-trained models are great, but ...

In the previous video, we've started measuring bias in word embeddings. In this video, we will attempt to remove some of this bias ... In the age of deep learning and transformers, rule-based systems can still be a great idea. In this video, we hope to demonstrate ... This is the fourth and final video on attention mechanisms. In the previous video we introduced multiheaded keys, queries and ... 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 this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much. It's easy to get distracted when you go down the rabbit hole of performance statistics. But! Not every impressive benchmark is ...

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 ...

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Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details
Rasa Algorithm Whiteboard - UnexpecTED Intent Policy
Rasa Algorithm Whiteboard - Transformers & Attention 2: Keys, Values, Queries
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Rasa Algorithm Whiteboard - Finding Unexpected Intents
Rasa Algorithm Whiteboard - Detecting Names
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard - RulePolicy
Rasa Algorithm Whiteboard: Transformers & Attention 4 - Transformers
Rasa Algorithm Whiteboard - The Maths Behind De-Biasing in Word Embeddings
Rasa Algorithm Whiteboard - General Embeddings vs. Specific Problems
Rasa Algorithm Whiteboard - Meaningful Benchmarks
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Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details

Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details

In this video, we will discuss some technical

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 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 - Finding Unexpected Intents

Rasa Algorithm Whiteboard - Finding Unexpected Intents

In this video, we'll try to find unexpected intents using the brand new

Rasa Algorithm Whiteboard - Detecting Names

Rasa Algorithm Whiteboard - Detecting Names

In this video, we will explore pre-trained spaCy models and use them to detect names. These pre-trained models are great, but ...

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 - RulePolicy

Rasa Algorithm Whiteboard - RulePolicy

In the age of deep learning and transformers, rule-based systems can still be a great idea. In this video, we hope to demonstrate ...

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 - 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 ...

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 - 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 - 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 ...