2min chapter

COMPLEXITY cover image

Fighting Hate Speech with AI & Social Science (with Joshua Garland, Mirta Galesic, and Keyan Ghazi-Zahedi)

COMPLEXITY

CHAPTER

How to Map Words and Language Into Higher Order Space

So basically I train a neural net to guess the next word that I'm going to say. What it does naturally is sort of understanding the context of the words that I'm saying. It understands fire men and fire truck all kind of go in the same part of semantic space, right? And policemen are maybe a little bit different. So what you can do is you build up this kind of semantic contextual understanding of language. Then we can utilize that to map words and language into some kind of higher order space where we can then take and put classifiers.

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