... vector is givenon the left, and the right on the right, that isto say, the fir s t letter in the bigram is on the left and the second on the right. The first twosingular vector pairs are dominated ... accurate as the directionof the singular vectors settles. These appr ox-imations will therefore not interfere with the accuracy of the final result, though they mightinterfere with the rate of ... in that the singular vectors, U and V , of the data matrix,A, are simply the eigenvectors of A ∗ ATandAT∗ A, r espectively, and the singular values,Σ, are the square-roots of the correspondingeigenvalues.2.1...