Complex sentence: Its convergence is slow except for special cases of matrices, and without modification, it can only find the largest or "dominant" eigenvalue (and the corresponding eigenvector), provided they exist.
Split into simpler sentences: Its convergence is slow except for special cases of matrices. Without modification, it can only find the "dominant" eigenvalue (and the corresponding eigenvector), provided they exist.