Can I read PeerSum: A Peer Review Dataset for Abstractive Multi-document Summarization on EtoBox?

PeerSum: A Peer Review Dataset for Abstractive Multi-document Summarization by Li, Miao; Qi, Jianzhong; Lau, Jey Han is a scholarly article available to read on EtoBox.

What is PeerSum: A Peer Review Dataset for Abstractive Multi-document Summarization about?

We present PeerSum, a new MDS dataset using peer reviews of scientific publications. Our dataset differs from the existing MDS datasets in that our summaries (i.e., the meta-reviews) are highly abstractive and they are real summaries of the source documents (i.e., the reviews) and it also features disagreements among source documents. We found that current state-of-the-art MDS models struggle to generate high-quality summaries for PeerSum, offering new research opportunities.

Author

Li, Miao; Qi, Jianzhong; Lau, Jey Han

Published

2022

Language

EN