Main Takeaway: What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... In the previous video on bias, we showed that you should be careful with debiasing techniques.

Rasa Algorithm Whiteboard Fallback Detection -

What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... 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.

Important details found

  • What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ...
  • 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.
  • When you're uncertain about a prediction it's probably best not to immediately automate it.
  • In the age of deep learning and transformers, rule-based systems can still be a great idea.

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Topic Gallery

Rasa Algorithm Whiteboard - Fallback Detection
Rasa Algorithm Whiteboard - Language Detection
Rasa Algorithm Whiteboard - Incremental Training
Rasa Algorithm Whiteboard - RulePolicy
Rasa Algorithm Whiteboard - UnexpecTED Intent Policy
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details
Rasa Algorithm Whiteboard - Response Selection: Implementation
Rasa Algorithm Whiteboard - The Maths Behind De-Biasing in Word Embeddings
Rasa Algorithm Whiteboard - Bad Label Detection
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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

Rasa Algorithm Whiteboard - Language Detection

Rasa Algorithm Whiteboard - Language Detection

What might an assistant do if it sees a text from a language that it isn't trained on? It might make assumptions because it's unlike ...

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 - 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 - 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 ...

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 - 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 - Response Selection: Implementation

Rasa Algorithm Whiteboard - Response Selection: Implementation

Read more details and related context about Rasa Algorithm Whiteboard - Response Selection: Implementation.

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 - Bad Label Detection

Rasa Algorithm Whiteboard - Bad Label Detection

Bad labels make your benchmarks unreliable, so how might we find some? In this video, we'll try out one trick and we'll see if it ...