Introduction to Rasa Algorithm Whiteboard Countvectors And Spelling Errors

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In this video we'll explore the idea of subword embeddings by having a look at fasttext. We'll discuss how subword embeddings ... Spelling In this video, we will discuss some technical details that are in the UnexpecTEDIntentPolicy. The UnexpecTEDIntentPolicy really is ...

In this video, we will explore pre-trained spaCy models and use them to detect names. These pre-trained models are great, but ...

Summary & Highlights for Rasa Algorithm Whiteboard Countvectors And Spelling Errors

  • In the previous video on bias, we showed that you should be careful with debiasing techniques. In this video, we zoom in on why ...
  • 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 ...
  • 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 ...
  • 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 ...

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