Sebastian Kohlmeier

Publications
Influence

CORD-19: The Covid-19 Open Research Dataset

Lucy Lu Wang, Kyle Lo, +21 authors Sebastian Kohlmeier
Computer Science, Medicine
NLPCOVID19
22 April 2020

We describe the mechanics of dataset construction, highlighting challenges and key design decisions, provide an overview of how CORD-19 has been used, and preview tools and upcoming shared tasks built around the dataset. Expand

Construction of the Literature Graph in Semantic Scholar

Waleed Ammar, Dirk Groeneveld, +20 authors Oren Etzioni
Computer Science
NAACL-HLT
6 May 2018

We describe a deployed scalable system for organizing published scientific literature into a heterogeneous graph to facilitate algorithmic manipulation and discovery. Expand

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

Dongyeop Kang, Waleed Ammar, +4 authors Roy Schwartz
Computer Science
NAACL-HLT
25 April 2018

We present the first public dataset of scientific peer reviews available for research purposes (PeerRead) providing an opportunity to study this important artifact. Expand

COVID-19 Open Research Dataset (CORD-19)

Sebastian Kohlmeier, Kyle Lo, Lucy Lu Wang, J. Yang
Computer Science
16 March 2020

Overview of the TREC 2019 Fair Ranking Track

Asia J. Biega, Fernando D. Diaz, Michael D. Ekstrand, Sebastian Kohlmeier
Computer Science
ArXiv
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. Expand

Mitigating Biases in CORD-19 for Analyzing COVID-19 Literature

Anshul Kanakia, Kuansan Wang, +8 authors Chieh-Han Wu
Medicine, Computer Science
Frontiers in Research Metrics and Analytics
23 November 2020

A framework to examine biases in scientific document collections like CORD-19 by comparing their properties with those derived from the citation behaviors of the entire scientific community. Expand

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