13 citations · 14 across the 2 of their papers we have counts for
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cs.CL2021★ 1 cited
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
Rui Meng, Khushboo Thaker, Lei Zhang +4
Faceted summarization provides briefings of a document from different perspectives. Readers can quickly comprehend the main points of a long document with the help of a structured…
cs.CL2020★ 13 cited
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles
Yao Lu, Yue Dong, Laurent Charlin
Multi-document summarization is a challenging task for which there exists little large-scale datasets. We propose Multi-XScience, a large-scale multi-document summarization dataset…
cs.CL2020
Discourse-Aware Unsupervised Summarization of Long Scientific Documents
Yue Dong, Andrei Mircea, Jackie C. K. Cheung
We propose an unsupervised graph-based ranking model for extractive summarization of long scientific documents. Our method assumes a two-level hierarchical graph representation of…