A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications

Madeleine van Zuylen
Madeleine van Zuylen
Sebastian Kohlmeier
Sebastian Kohlmeier

north american chapter of the association for computational linguistics, pp. 1647-1661, 2018.

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We introduced PeerRead, the first publicly available peer review dataset for research purposes, containing 14.7K papers and 10.7K reviews

Abstract:

Peer reviewing is a central component in the scientific publishing process. We present the first public dataset of scientific peer reviews available for research purposes (PeerRead v1) providing an opportunity to study this important artifact. The dataset consists of 14.7K paper drafts and the corresponding accept/reject decisions in top-...More

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