Media Summary: Instead of debugging a model, it might be *much* more effective to consider debugging your data. In this video, we'll discuss ... 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 Iterate On - Detailed Analysis & Overview

Instead of debugging a model, it might be *much* more effective to consider debugging your data. In this video, we'll discuss ... 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 will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ... When you're making a digital assistant you'll need more than just You might have heard about the `king - man + woman = queen` analogy. In this video we'll dive into the phenomenon of ...

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'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much. 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 previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ... This video explains the separate parts of the DIET architecture and how they are combined into an architecture that is useful in a ... What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ...

Photo Gallery

Rasa Algorithm Whiteboard - Iterate on Data
Rasa Algorithm Whiteboard - Incremental Training
Rasa Algorithm Whiteboard - Transformers & Attention 2: Keys, Values, Queries
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details
Rasa Algorithm Whiteboard - TED Policy
Rasa Algorithm Whiteboard - Word Analogies don't Hold in General
Rasa Algorithm Whiteboard - Splitting Intent Classes
Rasa Algorithm Whiteboard - General Embeddings vs. Specific Problems
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard: Debiasing via Projections Doesn't Always Work
Rasa Algorithm Whiteboard - Diet Architecture 1: How it Works
View Detailed Profile
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 ...

Rasa Algorithm Whiteboard - Incremental Training

Rasa Algorithm Whiteboard - Incremental Training

When you

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 - 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 - TED Policy

Rasa Algorithm Whiteboard - TED Policy

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

Rasa Algorithm Whiteboard - Word Analogies don't Hold in General

Rasa Algorithm Whiteboard - Word Analogies don't Hold in General

You might have heard about the `king - man + woman = queen` analogy. In this video we'll dive into the phenomenon of ...

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 - 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 - 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: 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 - 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 - 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 ...