Media Summary: In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained 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 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 - Detailed Analysis & Overview

In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained 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 on bias, we showed that you should be careful with debiasing techniques. In this video, we zoom in on why ... In the previous video, we've started measuring bias in word You might have heard about the `king - man + woman = queen` analogy. In this video we'll dive into the phenomenon of ... We're making a few videos that highlight word

In this video we'll explore the idea of subword In this video we highlight how you might construct a neural network that can handle subword In the previous videos, we've started measuring bias in word 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 ... 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 ... If you're just getting started with a virtual assistant you might be able to quickly get inspiration for intents/labels by using ...

In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ... This is the fourth and final video on attention mechanisms. In the previous video we introduced multiheaded keys, queries and ... Many pre-trained language models work on a single language. But in the conversational setting, we're usually dealing with a mix ... This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... In this video we'll highlight the main points of the starspace paper. It's an influencial piece of work and here at

Photo Gallery

Rasa Algorithm Whiteboard - General Embeddings vs. Specific Problems
Rasa Algorithm Whiteboard - Understanding Word Embeddings 4: Whatlies
Rasa Algorithm Whiteboard - The Maths Behind De-Biasing in Word Embeddings
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard - Word Analogies don't Hold in General
Rasa Algorithm Whiteboard - Understanding Word Embeddings 1: Just Letters
Rasa Algorithm Whiteboard - Subword Embeddings and Spelling
Rasa Algorithm Whiteboard - Implementation of Subword Embeddings
Rasa Algorithm Whiteboard - BytePair Embeddings
Rasa Algorithm Whiteboard: Debiasing via Projections Doesn't Always Work
Rasa Algorithm Whiteboard - Incremental Training
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
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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

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 ...

Sponsored
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 - 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

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 ...

Sponsored
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 word

Rasa Algorithm Whiteboard - Subword Embeddings and Spelling

Rasa Algorithm Whiteboard - Subword Embeddings and Spelling

In this video we'll explore the idea of subword

Rasa Algorithm Whiteboard - Implementation of Subword Embeddings

Rasa Algorithm Whiteboard - Implementation of Subword Embeddings

In this video we highlight how you might construct a neural network that can handle subword

Rasa Algorithm Whiteboard - BytePair Embeddings

Rasa Algorithm Whiteboard - BytePair Embeddings

BytePair

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

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 - 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 - 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 ...

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: 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 - Language Agnostic BERT

Rasa Algorithm Whiteboard - Language Agnostic BERT

Many pre-trained language models work on a single language. But in the conversational setting, we're usually dealing with a mix ...

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 - Universal Sentence Encoder

Rasa Algorithm Whiteboard - Universal Sentence Encoder

The Universal Sentence Encoder is an

Rasa Algorithm Whiteboard - StarSpace

Rasa Algorithm Whiteboard - StarSpace

In this video we'll highlight the main points of the starspace paper. It's an influencial piece of work and here at

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