Rasa Algorithm Whiteboard Countvectors And Spelling Errors

Summary

In this video we'll explore the idea of subword embeddings by having a look at fasttext. We'll discuss how subword embeddings ... Typos are a common issue for NLU models. There are some tweaks you might do to your pipeline to combat them, but maybe it ... 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 will explore pre-trained spaCy models and use them to detect names. These pre-trained models are great, but ... Bad labels make your benchmarks unreliable, so how might we find some? In this video, we'll try out one trick and we'll see if it ... 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 ... 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 ... Text translation is hard, especially when you've only gotten a small amount of data to work with. But still ... we may be interested in ... In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ...