Papers by Haojia Zhu
GER-LLM: Efficient and Effective Geospatial Entity Resolution with Large Language Model (2025.emnlp-main)
Copied to clipboard
| Challenge: | Existing methods for integrating spatial data from diverse sources are limited by their reliance on large amounts of training data and their inability to incorporate commonsense knowledge. |
| Approach: | They propose a framework that integrates large language models into the GER pipeline. |
| Outcome: | The proposed framework improves on real-world geospatial datasets and shows that it is more efficient than state-of-the-art methods. |