I think the x-axis labels are wrong. Cosine similarity is used to compare vectors in maths. 1 would mean the vectors are going in the same direction and 0 would mean they are going 90° to each other and -1 is opposite.
While it seems you’re on to something with the x-axis, I do not believe that was the question. My interpretation, that I share, is wtf am I looking at? Haha
No, you just use a standard technique like word2vec.
Basically words are considered similar (and embedded to nearby locations in a high dimensional space) if they are likely to be used in the same context.
And because slurs are used to indicate that you don’t like someone, they tend to occur in the same kind of context.
So they’re all very similar. This is actual natural language processing being used, but it’s a shit post and the graphics aren’t very clear.
I think the x-axis labels are wrong. Cosine similarity is used to compare vectors in maths. 1 would mean the vectors are going in the same direction and 0 would mean they are going 90° to each other and -1 is opposite.
While it seems you’re on to something with the x-axis, I do not believe that was the question. My interpretation, that I share, is wtf am I looking at? Haha
I found this, which sheds a little more light on the topic?
So the x-axis should be the same as the y-axis in this case?
How do you calculate the cosine of a slur? Is that the joke?
No, you just use a standard technique like word2vec.
Basically words are considered similar (and embedded to nearby locations in a high dimensional space) if they are likely to be used in the same context.
And because slurs are used to indicate that you don’t like someone, they tend to occur in the same kind of context.
So they’re all very similar. This is actual natural language processing being used, but it’s a shit post and the graphics aren’t very clear.