Therefore, we believe that, by optimizing language model as a goal for the reinforcement learning, DRESS and DRESS-LS are tuned to simplify sentences by shortening the sentence lengths.
with the help of an integrated external knowledge base, SBMT-SARI and our models have more capability to generate shorter words in order to simplify sentences.