This is natural, just like learning English is inseparable from word memory. Techniques of expression are the basis of poetry appreciation. Only by knowing the techniques of expression can you answer questions easily. But some necessary training is also indispensable. Only in this way can we consolidate our understanding of such problems.
As for the author’s language style, you will naturally have a feel for it the more you do it, so you don’t need to memorize it.