Hi sents2sequences returns a sequence of numbers not just a scalar. Reversing sentences sometimes help to make a strong connection with the input sentence. Have a look at the Figure 1 of [this](https://papers.nips.cc/paper/5346-sequence-to-sequence-learning-with-neural-networks.pdf) paper for why reversing is better.