LAMP: A Language Model on the Map

arXiv:2403.09059v1 Announce Type: new
Abstract: Large Language Models (LLMs) are poised to play an increasingly important role in our lives, providing assistance across a wide array of tasks. In the geospatial domain, LLMs have demonstrated the ability to answer generic questions, such as identifying a country's capital; nonetheless, their utility is hindered when it comes to answering fine-grained questions about specific places, such as grocery stores or restaurants, which constitute essential aspects of people's everyday lives. This is mainly because …

abstract array arxiv capital country cs.cl domain geospatial language language model language models large language large language models llms map questions role tasks type utility