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Microsoft Academic Graph: When experts are not enough
TLDR
The design, schema, and technical and business motivations behind MAG are described and how MAG can be used in analytics, search, and recommendation scenarios are elaborated. Expand
A Review of Microsoft Academic Services for Science of Science Studies
TLDR
The use of three key AI technologies that underlies its prowess in capturing scholarly communications with adequate quality and broad coverage are focused on, including a reinforcement learning approach to assessing scholarly importance for entities participating in scholarly communications, called the saliency, that serves both as an analytic and a predictive metric in MAS. Expand
Mitigating Biases in CORD-19 for Analyzing COVID-19 Literature
TLDR
The results suggest that while CORD-19 exhibits a strong tilt toward recent and topically focused articles, the knowledge being explored to attack the pandemic encompasses a much longer time span and is very interdisciplinary. Expand
Explainable and Sparse Representations of Academic Articles for Knowledge Exploration
TLDR
On these applications, it is revealed that the knowledge encoded in the tagging system can be effectively utilized and can help infer additional features from data with limited information. Expand