Evaluation We adopt the widely used toolkit ROUGE (Lin and Hovy, 2003) to evaluate the summarization performance automatically.
we report ROUGE-1 and ROUGE-2 (unigram and bigram overlapping) as a way to assess the informativeness, and ROUGE-L (the longest common subsequence) as a means to assess the fluency, in terms of fixed bytes of gold standards.