that can generalize better than these kind of count based methods we've so far been kind of using it for all of our discussion so the first one here is surprisingly you know like honestly this paper is amazing if you go back and read it it's from yatra Ben geo and from 2003 and it has a ton of very modern things in it and has skipped connections like you see in things like resonates in 2003 you know it's learning distributed representations of words and this is kind of that core concept we mentioned right at the beginning of like