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  • In the previous video, we've started measuring bias in word embeddings. In this video, we will attempt to remove some of this bias ...
  • 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 ...
  • It's easy to get distracted when you go down the rabbit hole of performance statistics. But! Not every impressive benchmark is ...
  • In the previous video on bias, we showed that you should be careful with debiasing techniques. In this video, we zoom in on why ...
  • This video explains the separate parts of the DIET architecture and how they are combined into an architecture that is useful in a ...

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Instead of debugging a model, it might be *much* more effective to consider debugging your In this video we'll highlight the main points of the starspace paper. It's an influencial piece of work and here at When you This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ...

In this video, we'll try to find unexpected intents using the brand new UnexpectedIntentPolicy. It helps to have seen the previous ...

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