4 papers
Georeferencing Non-Gazetteered Place Names using Biological Specimen Records
Aneesha Fernando, Surangika Ranathunga, Kristin Stock +2
Biological specimen records collected by natural history institutions constitute a rich source of temporal geographic knowledge, capturing biodiversity information about regional l…
Quantization with Unified Adaptive Distillation to enable multi-LoRA based one-for-all Generative Vision Models on edge
Sowmya Vajrala, Aakash Parmar, Prasanna R +4
Generative Artificial Intelligence (GenAI) features such as image editing, object removal, and prompt-guided image transformation are increasingly integrated into mobile applicatio…
Georeferencing complex relative locality descriptions with large language models
Aneesha Fernando, Surangika Ranathunga, Kristin Stock +2
Georeferencing text documents has typically relied on either gazetteer-based methods to assign geographic coordinates to place names, or on language modelling approaches that assoc…
Extracting Disaster Impacts and Impact Related Locations in Social Media Posts Using Large Language Models
Sameeah Noreen Hameed, Surangika Ranathunga, Raj Prasanna +2
Large-scale disasters can often result in catastrophic consequences on people and infrastructure. Situation awareness about such disaster impacts generated by authoritative data fr…