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Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event
Training a robust and reliable deep learning model requires a large amount of data.
Identification of Fine-Grained Location Mentions in Crisis Tweets
Identification of fine-grained location mentions in crisis tweets is central in transforming situational awareness information extracted from social media into actionable information.
Stance Detection in COVID-19 Tweets
The prevalence of the COVID-19 pandemic in day-to-day life has yielded large amounts of stance detection data on social media sites, as users turn to social media to share their views regarding various issues related to the pandemic, e. g. stay at home mandates and wearing face masks when out in public.
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