No, they do not rhyme. But some English words are pronounced differently in pose and poetry, for example: 'again' is often set in rhyme with 'rain', but the two are not pronounced the same normally. In poetry, however, 'again' is pronounced with a long 'a' - so it rhymes with a word like 'rain'.