The World As Large Language Models See It: Exploring the reliability of LLMs in representing geographical features

The World As Large Language Models See It: Exploring the reliability of LLMs in representing geographical features

30 May 2025

Omid Reza Abbasi

Georg Weinberger

Johannes Scholz

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Papers citing "The World As Large Language Models See It: Exploring the reliability of LLMs in representing geographical features"

15 / 15 papers shown

Title
An Autonomous GIS Agent Framework for Geospatial Data Retrieval H. Ning Zhenlong Li Temitope Akinboyewa M. Lessani 46 11 0 13 Jul 2024
Exploring Spatial Representations in the Historical Lake District Texts with LLM-based Relation Extraction Erum Haris Anthony G. Cohn John G. Stell 65 4 0 20 Jun 2024
STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and Interactive Decision-Making Chuanhao Li Runhan Yang Tiankai Li Milad Bafarassat Kourosh Sharifi Dirk Bergemann Zhuoran Yang LLMAG 100 6 0 25 May 2024
Revolutionizing Finance with LLMs: An Overview of Applications and Insights Huaqin Zhao Zheng Liu Zihao Wu Yiwei Li Tianze Yang ... Haixing Dai Lin Zhao Gengchen Mai Ninghao Liu Tianming Liu AIFin 63 97 0 22 Jan 2024
Evaluating Spatial Understanding of Large Language Models Yutaro Yamada Yihan Bao Andrew Kyle Lampinen Jungo Kasai Ilker Yildirim LRM 50 42 0 23 Oct 2023
GeoLLM: Extracting Geospatial Knowledge from Large Language Models Rohin Manvi Samar Khanna Gengchen Mai Marshall Burke David B. Lobell Stefano Ermon 54 52 0 10 Oct 2023
Are Large Language Models Geospatially Knowledgeable? Prabin Bhandari Antonios Anastasopoulos Dieter Pfoser LRM 58 37 0 09 Oct 2023
AutoDroid: LLM-powered Task Automation in Android Hao Wen Yuanchun Li Guohong Liu Shanhui Zhao Tao Yu Toby Jia-Jun Li Shiqi Jiang Yunhao Liu Yaqin Zhang Yunxin Liu 86 98 0 29 Aug 2023
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models Neel Guha Julian Nyarko Daniel E. Ho Christopher Ré Adam Chilton ... Spencer Williams Sunny G. Gandhi Tomer Zur Varun J. Iyer Zehua Li AILaw LRM ELM 67 177 0 20 Aug 2023
GPT4GEO: How a Language Model Sees the World's Geography Jonathan Roberts Timo Lüddecke Sowmen Das Kai Han Samuel Albanie 63 64 0 30 May 2023
Autonomous GIS: the next-generation AI-powered GIS Zhenlong Li H. Ning SyDa LLMAG 71 85 0 10 May 2023
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 286 2,507 0 15 Jun 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 91 146 0 14 Jan 2022
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 838 42,332 0 28 May 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 576 2,673 0 03 Sep 2019