various degrees so again this red baseline here is completely randomly emitted and these are basically random guessing numbers the entire way through you know those data sets doll is 20,000 labeled examples but as we try bigger and bigger language models we see that they really begin to make personís and t5 I think has continued pushing this quite a lot farther to where they're actually sometimes matching with only a neural model that's never looking at documents with like the actual factoids in them it just from its parameters is