Media Summary: When you're uncertain about a prediction it's probably best not to immediately automate it. In this video, we'll discuss a What might an assistant do if it sees a text from a language that it isn't trained on? It might make assumptions because it's unlike ... When you're making a digital assistant you'll need more than just

Rasa Algorithm Whiteboard Fallback Detection - Detailed Analysis & Overview

When you're uncertain about a prediction it's probably best not to immediately automate it. In this video, we'll discuss a What might an assistant do if it sees a text from a language that it isn't trained on? It might make assumptions because it's unlike ... When you're making a digital assistant you'll need more than just What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... 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 first video on attention mechanisms. We'll start with self attention and end with transformers. We're going at it step by ...

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 ... 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 this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ... 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 try to find unexpected intents using the brand new UnexpectedIntentPolicy. It helps to have seen the previous ... Bad labels make your benchmarks unreliable, so how might we find some? In this video, we'll try out one trick and we'll see if it ...

The way the response selector is implemented in

Photo Gallery

Rasa Algorithm Whiteboard - Fallback Detection
Rasa Algorithm Whiteboard - Language Detection
Rasa Algorithm Whiteboard - TED Policy
Rasa Algorithm Whiteboard - UnexpecTED Intent Policy
Rasa Algorithm Whiteboard - RulePolicy
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Rasa Algorithm Whiteboard - Incremental Training
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details
Rasa Algorithm Whiteboard - The Maths Behind De-Biasing in Word Embeddings
Rasa Algorithm Whiteboard - Finding Unexpected Intents
Rasa Algorithm Whiteboard - Bad Label Detection
View Detailed Profile
Rasa Algorithm Whiteboard - Fallback Detection

Rasa Algorithm Whiteboard - Fallback Detection

When you're uncertain about a prediction it's probably best not to immediately automate it. In this video, we'll discuss a

Rasa Algorithm Whiteboard - Language Detection

Rasa Algorithm Whiteboard - Language Detection

What might an assistant do if it sees a text from a language that it isn't trained on? It might make assumptions because it's unlike ...

Rasa Algorithm Whiteboard - TED Policy

Rasa Algorithm Whiteboard - TED Policy

When you're making a digital assistant you'll need more than just

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 - 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 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 - 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 - 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 - 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 - 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 - Finding Unexpected Intents

Rasa Algorithm Whiteboard - Finding Unexpected Intents

In this video, we'll try to find unexpected intents using the brand new UnexpectedIntentPolicy. It helps to have seen the previous ...

Rasa Algorithm Whiteboard - Bad Label Detection

Rasa Algorithm Whiteboard - Bad Label Detection

Bad labels make your benchmarks unreliable, so how might we find some? In this video, we'll try out one trick and we'll see if it ...

Rasa Algorithm Whiteboard - Response Selection: Implementation

Rasa Algorithm Whiteboard - Response Selection: Implementation

The way the response selector is implemented in