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A Holistic Framework for Analyzing the COVID-19 Vaccine Debate. (arXiv:2205.01817v1 [cs.CL])
May 5, 2022, 1:11 a.m. | Maria Leonor Pacheco, Tunazzina Islam, Monal Mahajan, Andrey Shor, Ming Yin, Lyle Ungar, Dan Goldwasser
cs.CL updates on arXiv.org arxiv.org
The Covid-19 pandemic has led to infodemic of low quality information leading
to poor health decisions. Combating the outcomes of this infodemic is not only
a question of identifying false claims, but also reasoning about the decisions
individuals make. In this work we propose a holistic analysis framework
connecting stance and reason analysis, and fine-grained entity level moral
sentiment analysis. We study how to model the dependencies between the
different level of analysis and incorporate human insights into the learning …
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