Overview Notes: Sometimes you can change the intent labels to get a more accurate model. In the previous video we introduced self attention and in this video we're going ...

Rasa Algorithm Whiteboard Response Selection - Reference Detailed Breakdown

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Reference Detailed Breakdown

In the previous video we introduced self attention and in this video we're going ... It's easy to get distracted when you go down the rabbit hole of performance statistics. In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much.

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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. In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ...

Guide Main Overview

In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... Sometimes you can change the intent labels to get a more accurate model.

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Useful notes from the results

  • 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.
  • In the previous video we introduced self attention and in this video we're going ...
  • What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ...
  • In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ...
  • In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much.

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Rasa Algorithm Whiteboard - Response Selection: Implementation
Rasa Algorithm Whiteboard - Response Selection
Rasa Algorithm Whiteboard - Transformers & Attention 2: Keys, Values, Queries
Rasa Algorithm Whiteboard - UnexpecTED Intent Policy
Rasa Algorithm Whiteboard - Splitting Intent Classes
Rasa Algorithm Whiteboard - Meaningful Benchmarks
Rasa Algorithm Whiteboard: Debiasing via Projections Doesn't Always Work
Rasa Algorithm Whiteboard - General Embeddings vs. Specific Problems
Rasa Algorithm Whiteboard - Transformers & Attention 1: Self Attention
Rasa Algorithm Whiteboard - UnexpecTEDIntentPolicy Details
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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 - Response Selection

Rasa Algorithm Whiteboard - Response Selection

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

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 - 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 - 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 - 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: 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 embedding and tried to counteract the bias with a linear algebra ...

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 - 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 - 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 ...