It was also applied for optimizing the neural summarization model for headline generation with respect to ROUGE (Ayana et al., 2017), which is based on an overlap of words with reference summaries (Lin, 2004).
how to use MRT under a length constraint was an open problem; thus we propose a global optimization under length constraint (GOLC) for neural summarization models.