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

Dongyeop Kang, Waleed Ammar, +4 authors Roy Schwartz

Computer Science

NAACL-HLT

2018 (First Publication: 25 April 2018)

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… Continue Reading

Construction of the Literature Graph in Semantic Scholar

Waleed Ammar, Dirk Groeneveld, +20 authors Oren Etzioni

Computer Science

NAACL-HLT

2018 (First Publication: 6 May 2018)

We describe a deployed scalable system for organizing published scientific literature into a heterogeneous graph to facilitate algorithmic manipulation and discovery. The resulting literature graph… Continue Reading

Overview of the TREC 2019 Fair Ranking Track

Asia J. Biega, Fernando Díaz, Michael D. Ekstrand, Sebastian Kohlmeier

Computer Science

2020 (First Publication: 25 March 2020)

The goal of the TREC Fair Ranking track was to develop a benchmark for evaluating retrieval systems in terms of fairness to different content providers in addition to classic notions of relevance. As… Continue Reading