When revising your work for word choice, it is important to A. use precise and powerful words.
These don't have to be flashy words - but rather convey your idea in the most precise and powerful way. You don't have to use many adjectives in order to do this - or remove any adverbs - but rather choose your words wisely so as to have the appropriate effect on your readers.