Papers by Gowtham Bellala
Geo-Spatially Informed Models for Geocoding Unstructured Addresses (2025.coling-industry)
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| Challenge: | e-commerce companies need to geocode their customers' addresses to reduce shipping costs and improve customer experience. |
| Approach: | They propose a method to geocode customer addresses in developing countries . they propose to incorporate geo-spatial relationships using an LLM backbone . |
| Outcome: | The proposed method outperforms the current state-of-the-art system by 20% in drift accuracy within 100 meters and the state- of-the art commercial system by 54%. |