Sam Brody
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View article: Spillover Effects of Built-Environment Vulnerability on Resilience of Businesses in Urban Crises
Spillover Effects of Built-Environment Vulnerability on Resilience of Businesses in Urban Crises Open
Exploring the intricate dynamics between the vulnerability of the built environment and the resilience of businesses is not only pivotal for equitable recovery resource allocation, especially among underprivileged populations but also rema…
View article: FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation
FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation Open
Near-real time estimation of damage to buildings and infrastructure, referred to as damage nowcasting in this study, is crucial for empowering emergency responders to make informed decisions regarding evacuation orders and infrastructure r…
View article: Towards Realistic Few-Shot Relation Extraction
Towards Realistic Few-Shot Relation Extraction Open
In recent years, few-shot models have been applied successfully to a variety of NLP tasks. Han et al. (2018) introduced a few-shot learning framework for relation classification, and since then, several models have surpassed human performa…