sentence1: hochreiter and schmidhuber proposed long short-term memories as the specific version of rnn designed to overcome vanishing and exploding gradient problem .
sentence2: lstms were introduced by hochreiter and schmidhuber in order to mitigate the vanishing gradient problem .