Text mining approaches for dealing with the rapidly expanding literature on COVID-19

LL Wang, K Lo - Briefings in Bioinformatics, 2021 - academic.oup.com
More than 50 000 papers have been published about COVID-19 since the beginning of
2020 and several hundred new papers continue to be published every day. This incredible …

COUGH: A challenge dataset and models for COVID-19 FAQ retrieval

XF Zhang, H Sun, X Yue, S Lin, H Sun - arXiv preprint arXiv:2010.12800, 2020 - arxiv.org
We present a large, challenging dataset, COUGH, for COVID-19 FAQ retrieval. Similar to a
standard FAQ dataset, COUGH consists of three parts: FAQ Bank, Query Bank and …

An Interactive UI to Support Sensemaking over Collections of Parallel Texts

J Zhou, E Glassman, DS Weld - arXiv preprint arXiv:2303.06264, 2023 - arxiv.org
Scientists and science journalists, among others, often need to make sense of a large
number of papers and how they compare with each other in scope, focus, findings, or any …

A workflow-based methodological framework for hybrid human-AI enabled scientometrics

A Correia, S Jameel, D Schneider… - … Conference on Big …, 2020 - ieeexplore.ieee.org
With cutting edge scientific breakthroughs, human-centred algorithmic approaches have
proliferated in recent years and information technology (IT) has begun to redesign socio …

COVID-19 candidate treatments, a data analytics approach

G Wolfe, A Elnashar, W Schreiber… - 2020 Fourth …, 2020 - ieeexplore.ieee.org
COVID-19, short for “coronavirus disease 2019” has majorly affected millions of people
worldwide. In the US alone as of the end of this week (June 1, 2020), there have been …

High-performance mining of COVID-19 open research datasets for text classification and insights in cloud computing environments

J Zhao, MA Rodriguez, R Buyya - 2020 IEEE/ACM 13th …, 2020 - ieeexplore.ieee.org
The COVID-19 global pandemic is an unprecedented health crisis. Many researchers
around the world have produced an extensive collection of literature since the outbreak …

An Information Retrieval and Extraction Tool for Covid-19 Related Papers

MVL Pivetta - arXiv preprint arXiv:2401.16430, 2024 - arxiv.org
Background: The COVID-19 pandemic has caused severe impacts on health systems
worldwide. Its critical nature and the increased interest of individuals and organizations to …