also outperforms those while being right time time-efficient so you can see that especially with these subsampling approaches the time here there's 36 minutes for and they again I think they have like a huge corpus that they train on these were to vac code turned out to be really really efficient code and that's why I got so popular as well they did the same thing for phrases right here so for phrases like New York Times and so on but this was kind of more of a this was more of a side thing the phrase vectors turned out to be you