Evaluation results on the Google sentence compression dataset (Filippova and Altun, 2013) show that HiSAN achieved the best F 1 , ROUGE-1,2 and L scores 83.2, 82.9, 75.8 and 82.7, respectively.
hiSAN attained remarkable compression performance with long sentences.