The COVID-19 pandemic has severely harmed every aspect of our daily lives, resulting in a
slew of social problems. Therefore, it is critical to accurately assess the current state of
community functionality and resilience under this pandemic for successful recovery. To this
end, various types of social sensing tools, such as tweeting and publicly released news,
have been employed to understand individuals' and communities' thoughts, behaviors, and
attitudes during the COVID-19 pandemic. However, some portions of the released news are …