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 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 ... This is the second...
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 - 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 - 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 ...
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
Introducing The Algorithm Whiteboard
We're starting a new playlist! Introducing the
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 ...
Rasa Algorithm Whiteboard - Response Selection: Implementation
The way the response selector is implemented in
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 - 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 - 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 - Bulk Labelling
If you're just getting started with a virtual assistant you might be able to quickly get inspiration for intents/labels by using ...
Rasa Algorithm Whiteboard - Iterate on Data
Instead of debugging a model, it might be *much* more effective to consider debugging your data. In this video, we'll discuss ...