The results in this table are satisfying: with respect to LSI document similarity, our model outperforms all of the baselines and its value is close to the one achieved by human-generated headlines.
the human evaluations are middling: the word-graphs method produces more readable headlines, but our model proves to be more informative because it does better work at detecting abstract word relationships in the text.