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Surprising All Is Not a Close to Parsing, Right?
In the early variants of the theory, parsing was assumed. The idea was that you have this vast space of richly structured parse trees. And surprise all is derived as a kind of a secondary byproduct of marginalizing over them. So building and representing these structures in the number is not thought to be costly or like relative to the cost of reallocating between interpretations.