IPGeoAI: Transformer-Based Geolocation with LLM Semantic Fusion
This paper introduces IPGeoAI, a novel deep learning model architecture that reframes geolocation from a static lookup problem to a sequential modeling task, and proposes a method to resolve geographic ambiguity by integrating unstructured semantic context via a Zero-Shot LLM Feature Extraction pipeline.
Avinash Kadimisetty, A. Yu, Philip Favaloro et al.
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