DialogSum Challenge: Results of the Dialogue Summarization Shared Task. (arXiv:2208.03898v2 [cs.CL] UPDATED)

We report the results of DialogSum Challenge, the shared task on summarizing
real-life scenario dialogues at INLG 2022. Four teams participate in this
shared task and three submit their system reports, exploring different methods
to improve the performance of dialogue summarization. Although there is a great
improvement over the baseline models regarding automatic evaluation metrics,
such as Rouge scores, we find that there is a salient gap between model
generated outputs and human annotated summaries by human evaluation from
multiple …

arxiv challenge summarization