At a Glance: This video explains the separate parts of the DIET architecture and how they are combined into an architecture that is useful in a ... We'll be exploring a trick that sounds like it might work, but we can only confirm it by receiving ...

Rasa Algorithm Whiteboard Incremental Training -

This video explains the separate parts of the DIET architecture and how they are combined into an architecture that is useful in a ... We'll be exploring a trick that sounds like it might work, but we can only confirm it by receiving ... Instead of debugging a model, it might be *much* more effective to consider debugging your data.

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  • This video explains the separate parts of the DIET architecture and how they are combined into an architecture that is useful in a ...
  • We'll be exploring a trick that sounds like it might work, but we can only confirm it by receiving ...
  • Instead of debugging a model, it might be *much* more effective to consider debugging your data.
  • In the previous video on bias, we showed that you should be careful with debiasing techniques.
  • When you're uncertain about a prediction it's probably best not to immediately automate it.

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Visual References

Rasa Algorithm Whiteboard - Incremental Training
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard - The Maths Behind De-Biasing in Word Embeddings
Rasa Algorithm Whiteboard - Fallback Detection
Rasa Algorithm Whiteboard - Transliteration
Rasa Algorithm Whiteboard - Iterate on Data
Rasa Algorithm Whiteboard - RulePolicy
Rasa Algorithm Whiteboard - Transformers & Attention 2: Keys, Values, Queries
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Rasa Algorithm Whiteboard - Diet Architecture 1: How it Works
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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 - 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 - 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 fallback ...

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 - 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 - 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 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 - 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 ...