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3min chapter
Creating Robust Language Representations with Jamie Macbeth - #477
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Deep Learning Models Are Building Their Own Representations
Deep learning systems are professed to be able to build their own representations. In my opinion, the representation systems that i work on, for the time being, i'm building them by hand. And these representation systems try to decompose meaning into complex combinations of con tal primitive structures. For example, if i said something like, mary kicked the ball on one hand, and i said something on the other hand like, mary moved her foot towards the ball and struck it,. I didn't use the word kick in that other expression, but you're still able to compose a picture of what happened and see that it's equivalent to the sentence that i gave.
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