Before revision:  For reasoning, we show that PLMs  learn to apply some symbolic reasoning rules ; but in particular, they struggle with two-hop reasoning  .
After revision:  For reasoning, we show that PLMs learn to apply some symbolic reasoning rules correctly but struggle with others, including two-hop reasoning .