Several real-world applications demonstrate the utility of computational linguistics in epidemiology:
During the COVID-19 pandemic, NLP was used to analyze social media posts to track the spread of misinformation and gauge public sentiment towards vaccines. Text mining was employed to review scientific literature rapidly, helping researchers stay updated on the latest findings. NER techniques assisted in identifying and tracking outbreaks of diseases like Ebola by analyzing news articles and reports.