Main Overview Notes: Sometimes you can change the intent labels to get a more accurate model. In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy.

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Topic Quick Tips

In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. Instead of debugging a model, it might be *much* more effective to consider debugging your

Overview Topic Snapshot

It's easy to get distracted when you go down the rabbit hole of performance statistics. In the previous video we introduced self attention and in this video we're going ... Sometimes you can change the intent labels to get a more accurate model.

Resource Reference Notes

Sometimes you can change the intent labels to get a more accurate model. In the previous video, we've started measuring bias in word embeddings.

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Context matters because Rasa Algorithm Whiteboard Iterate On Data can connect to nearby topics, related searches, and different reader intents.

Main details to review

  • It's easy to get distracted when you go down the rabbit hole of performance statistics.
  • In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy.
  • Instead of debugging a model, it might be *much* more effective to consider debugging your
  • Sometimes you can change the intent labels to get a more accurate model.

Why this topic is useful

The main value is that it gives readers a lightweight hub for scanning and continuing research.

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Use it as general context first, then verify important points with official, primary, or more specific sources when accuracy matters.

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Image References

Rasa Algorithm Whiteboard - Iterate on Data
Rasa Algorithm Whiteboard - Incremental Training
Rasa Algorithm Whiteboard - Transformers & Attention 2: Keys, Values, Queries
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Rasa Algorithm Whiteboard - Splitting Intent Classes
Rasa Algorithm Whiteboard: Transformers & Attention 4 - Transformers
Rasa Algorithm Whiteboard - Response Selection: Implementation
Rasa Algorithm Whiteboard - Using Projections to Remove Bias from Word Embeddings
Rasa Algorithm Whiteboard - Meaningful Benchmarks
Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details
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Check Reference Notes
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

Rasa Algorithm Whiteboard - Incremental Training

Rasa Algorithm Whiteboard - Incremental Training

Read more details and related context about Rasa Algorithm Whiteboard - Incremental Training.

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 - Splitting Intent Classes

Rasa Algorithm Whiteboard - Splitting Intent Classes

Sometimes you can change the intent labels to get a more accurate model. In this video, we will explore how to do this with a ...

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 - 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 - 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 - Meaningful Benchmarks

Rasa Algorithm Whiteboard - Meaningful Benchmarks

It's easy to get distracted when you go down the rabbit hole of performance statistics. But! Not every impressive benchmark is ...

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 ...