Media Summary: In the age of deep learning and transformers, rule-based systems can still be a great idea. In this video, we hope to demonstrate ... In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ... 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 Rulepolicy - Detailed Analysis & Overview
In the age of deep learning and transformers, rule-based systems can still be a great idea. In this video, we hope to demonstrate ... In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ... In the previous video, we've started measuring bias in word embeddings. In this video, we will attempt to remove some of this bias ... In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much. 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 ... 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 ...
This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... Typos are a common issue for NLU models. There are some tweaks you might do to your pipeline to combat them, but maybe it ... When you're uncertain about a prediction it's probably best not to immediately automate it. In this video, we'll discuss a fallback ... In this video we'll highlight the main points of the starspace paper. It's an influencial piece of work and here at What if we design a policy mechanism that doesn't predict the next action to take, but instead predicts when something ... 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 ...
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 ... This video is the second version of an original video. The content of the original video still holds true, but we decided to change ... The way the response selector is implemented in This is the fourth and final video on attention mechanisms. In the previous video we introduced multiheaded keys, queries and ... When you're making a digital assistant you'll need more than just We're starting a new playlist! Introducing the
In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ...
