Media Summary: You might have heard about the `king - man + woman = queen` 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'd like to demonstrate an new tool that we've open-sourced. It's called "whatlies" and the goal of the package is to ...

Rasa Algorithm Whiteboard Word Analogies - Detailed Analysis & Overview

You might have heard about the `king - man + woman = queen` 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'd like to demonstrate an new tool that we've open-sourced. It's called "whatlies" and the goal of the package is to ... In the previous video, we've started measuring bias in Countvectors are still an unsung hero in natural language processing. This is especially true in In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much.

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're going to explore GloVe embeddings while also understanding why In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ... This video is a bit ... different. We'll be exploring a trick that sounds like it might work, but we can only confirm it by receiving ... If you're just getting started with a virtual assistant you might be able to quickly get inspiration for intents/labels by using ...

Photo Gallery

Rasa Algorithm Whiteboard - Word Analogies don't Hold in General
Rasa Algorithm Whiteboard - The Maths Behind De-Biasing in Word Embeddings
Rasa Algorithm Whiteboard - Understanding Word Embeddings 4: Whatlies
Rasa Algorithm Whiteboard - Understanding Word Embeddings 1: Just Letters
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard - Countvectors and Spelling Errors
Rasa Algorithm Whiteboard: Measuring Bias in Word Embeddings
Rasa Algorithm Whiteboard - General Embeddings vs. Specific Problems
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Rasa Algorithm Whiteboard - Understanding Word Embeddings 3: GloVe
Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details
Rasa Algorithm Whiteboard - Transliteration
View Detailed Profile
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`

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 - 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 ...

Rasa Algorithm Whiteboard - Understanding Word Embeddings 1: Just Letters

Rasa Algorithm Whiteboard - Understanding Word Embeddings 1: Just Letters

We're making a few videos that highlight

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

Rasa Algorithm Whiteboard - Countvectors and Spelling Errors

Rasa Algorithm Whiteboard - Countvectors and Spelling Errors

Countvectors are still an unsung hero in natural language processing. This is especially true in

Rasa Algorithm Whiteboard: Measuring Bias in Word Embeddings

Rasa Algorithm Whiteboard: Measuring Bias in Word Embeddings

Word

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 - 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 - Understanding Word Embeddings 3: GloVe

Rasa Algorithm Whiteboard - Understanding Word Embeddings 3: GloVe

In this video we're going to explore GloVe embeddings while also understanding why

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 - Transliteration

Rasa Algorithm Whiteboard - Transliteration

This video is a bit ... different. We'll be exploring a trick that sounds like it might work, but we can only confirm it by receiving ...

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 ...