Topic Brief: In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much. If you're just getting started with a virtual assistant you might be able to quickly get inspiration for intents/

Rasa Algorithm Whiteboard Bulk Labelling -

In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much. If you're just getting started with a virtual assistant you might be able to quickly get inspiration for intents/ In the previous video on bias, we showed that you should be careful with debiasing techniques.

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  • In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much.
  • If you're just getting started with a virtual assistant you might be able to quickly get inspiration for intents/
  • In the previous video on bias, we showed that you should be careful with debiasing techniques.
  • In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy.
  • In this video we'll explore the idea of subword embeddings by having a look at fasttext.

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Image References

Rasa Algorithm Whiteboard - Bulk Labelling
Rasa Algorithm Whiteboard - Bulk Labelling UI
Rasa Algorithm Whiteboard - The Maths Behind De-Biasing in Word Embeddings
Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details
Rasa Algorithm Whiteboard: Transformers & Attention 4 - Transformers
Rasa Algorithm Whiteboard - Incremental Training
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Rasa Algorithm Whiteboard - General Embeddings vs. Specific Problems
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard - Subword Embeddings and Spelling
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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/

Rasa Algorithm Whiteboard - Bulk Labelling UI

Rasa Algorithm Whiteboard - Bulk Labelling UI

Read more details and related context about Rasa Algorithm Whiteboard - Bulk Labelling UI.

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 - 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 - 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 - 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 - Subword Embeddings and Spelling

Rasa Algorithm Whiteboard - Subword Embeddings and Spelling

In this video we'll explore the idea of subword embeddings by having a look at fasttext. We'll discuss how subword embeddings ...