Rasa Algorithm Whiteboard - Sparsity
It turns out that you can drop a lot of weights from your neural network without seeing a drastic effect on accuracy. In this video ...
Rasa Algorithm Whiteboard Sparsity
It turns out that you can drop a lot of weights from your neural network without seeing a drastic effect on accuracy. In this video ... In this video we'll...
Rasa Algorithm Whiteboard - StarSpace
In this video we'll highlight the main points of the starspace paper. It's an influencial piece of work and here at
Rasa Algorithm Whiteboard - Response Selection: Implementation
The way the response selector is implemented in
Rasa Algorithm Whiteboard - Understanding Word Embeddings 4: Whatlies
In this video we'd like to demonstrate an new tool that we've open-sourced. It's called "whatlies" and the goal of the package is to ...
Introducing The Algorithm Whiteboard
We're starting a new playlist! Introducing the
Rasa Algorithm Whiteboard - Finding Unexpected Intents
In this video, we'll try to find unexpected intents using the brand new UnexpectedIntentPolicy. It helps to have seen the previous ...
Rasa Algorithm Whiteboard - Measuring Quality with Markers
How do you judge the quality of a virtual assistant? Can we look at the intent classification scores and call it a day? Or do we need ...
Rasa Algorithm Whiteboard - Response Selection
Inside of
Rasa Algorithm Whiteboard: Measuring Bias in Word Embeddings
Word Embeddings have a bias issue. In this video we'll explore what this means by looking at gender bias. We will try to find a ...
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 - 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 - 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 - 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 ...