These datasets are previously used as benchmarks for multi-document summarization competitions.
importantly, and distinguishing our work from earlier literature, we make a first attempt to generate self-contained highlights, drawing on the successes of deep contextualized representations and their extraordinary ability of encoding syntactic structure (Clark et al., 2019;Hewitt and Manning, 2019).