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A Web Resource for Exploring the CORD-19 Dataset Using Root- and Rule-Based Phrases
Jacob Collard1, Talapady Bhat1, Eswaran Subrahmanian1,2
1National Institute of Standards and Technology, Gaithersburg, MD USA.
Abstract:
This short paper describes a web resource-the NIST CORD-19 Web Resource-for community explorations of the COVID-19 Open Research Dataset (CORD-19). The tools for exploration in the web resource make use of the NIST-developed Root- and Rule-based method, which exploits underlying linguistic structures to create terms that represent phrases in a corpus. The method allows for auto-suggesting-related terms to discover terms to refine the search of a COVID-19 heterogenous document base. The method also produces taxonomic structures in the target domain as well as providing semantic information about the relationships between terms. This term structure can serve as a basis for creating topic modeling and trend analysis tools. In this paper, we describe use of a novel search engine to demonstrate some of the capabilities above.
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