GPT4GEO: How a Language Model Sees the World's Geography

30 May 2023

Papers citing "GPT4GEO: How a Language Model Sees the World's Geography"

43 / 43 papers shown

Title
Geospatial Mechanistic Interpretability of Large Language Models Stef De Sabbata Stefano Mizzaro Kevin Roitero AI4CE 37 0 0 06 May 2025
Controlled Territory and Conflict Tracking (CONTACT): (Geo-)Mapping Occupied Territory from Open Source Intelligence Paul K. Mandal Cole Leo Connor Hurley 34 0 0 18 Apr 2025
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 83 0 0 02 Apr 2025
AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models Yuhao Zheng Chenghua Gong Rui Sun Juyuan Zhang Liming Pan Linyuan Lv 37 0 0 25 Feb 2025
VLMs as GeoGuessr Masters: Exceptional Performance, Hidden Biases, and Privacy Risks Jingyuan Huang Jen-tse Huang Ziyi Liu Xiaoyuan Liu Wenxuan Wang Jieyu Zhao 55 1 0 16 Feb 2025
Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Spatial Reasoning Questions Dazhou Yu Riyang Bao Gengchen Mai Liang Zhao ReLM LRM 53 4 0 04 Feb 2025
Surveying Attitudinal Alignment Between Large Language Models Vs. Humans Towards 17 Sustainable Development Goals Qingyang Wu Ying Xu Tingsong Xiao Yunze Xiao Yitong Li ... Yichi Zhang Shanghai Zhong Yuwei Zhang Wei Lu Yifan Yang 78 2 0 17 Jan 2025
MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models Mahir Labib Dihan Md Tanvir Hassan Md Tanvir Parvez Md Hasebul Hasan Md Almash Alam Muhammad Aamir Cheema Mohammed Eunus Ali Md. Rizwan Parvez LRM ELM 43 1 0 03 Jan 2025
Beyond Outcomes: Transparent Assessment of LLM Reasoning in Games Wenye Lin Jonathan Roberts Yunhan Yang Samuel Albanie Zongqing Lu Kai Han LRM ELM 74 1 0 18 Dec 2024
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events Yuanyuan Tian Wenwen Li Lei Hu Xinyu Chen Michael Brook Michael Brubaker Fan Zhang A. Liljedahl KELM 83 1 0 19 Nov 2024
Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks? Jonathan Roberts Kai Han Samuel Albanie LLMAG 201 0 0 07 Nov 2024
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning Lei Hu Wenwen Li Yunqiang Zhu 8 0 0 24 Oct 2024
Transit Pulse: Utilizing Social Media as a Source for Customer Feedback and Information Extraction with Large Language Model Jiahao Wang Amer Shalaby 23 1 0 19 Oct 2024
ShapefileGPT: A Multi-Agent Large Language Model Framework for Automated Shapefile Processing Qingming Lin Rui Hu Huaxia Li Sensen Wu Yadong Li Kai Fang Hailin Feng Zhenhong Du Liuchang Xu LLMAG AI4CE 40 3 0 16 Oct 2024
Combining Observational Data and Language for Species Range Estimation Max Hamilton Christian Lange Elijah Cole Alexander Shepard Samuel Heinrich Oisin Mac Aodha Grant Van Horn Subhransu Maji 31 5 0 14 Oct 2024
Evaluation of Code LLMs on Geospatial Code Generation Piotr Gramacki Bruno Martins Piotr Szymañski 34 3 0 06 Oct 2024
On Evaluating LLMs' Capabilities as Functional Approximators: A Bayesian Perspective Shoaib Ahmed Siddiqui Yanzhi Chen Juyeon Heo Menglin Xia Adrian Weller 18 0 0 06 Oct 2024
Uncovering Regional Defaults from Photorealistic Forests in Text-to-Image Generation with DALL-E 2 Zilong Liu Krzysztof Janowicz Kitty Currier Meilin Shi 28 1 0 03 Oct 2024
Knowledge-based Consistency Testing of Large Language Models Sai Sathiesh Rajan E. Soremekun Sudipta Chattopadhyay 35 2 0 03 Jul 2024
STBench: Assessing the Ability of Large Language Models in Spatio-Temporal Analysis Wenbin Li Di Yao Ruibo Zhao Wenjie Chen Zijie Xu Chengxue Luo Chang Gong Quanliang Jing Haining Tan Jingping Bi 45 3 0 27 Jun 2024
CityGPT: Empowering Urban Spatial Cognition of Large Language Models Jie Feng Yuwei Du Tianhui Liu Siqi Guo Yuming Lin Yong Li 45 13 0 20 Jun 2024
CityBench: Evaluating the Capabilities of Large Language Model as World Model Jie Feng Jun Zhang Junbo Yan Xin Zhang Tianjian Ouyang Tianhui Liu Yuwei Du Siqi Guo Yong Li ELM 56 0 0 20 Jun 2024
TRIP-PAL: Travel Planning with Guarantees by Combining Large Language Models and Automated Planners T. D. L. Rosa Sriram Gopalakrishnan Alberto Pozanco Zhen Zeng Daniel Borrajo LLMAG 49 5 0 14 Jun 2024
Towards Vision-Language Geo-Foundation Model: A Survey Yue Zhou Xue Jiang Yiping Ke Yiping Ke Junchi Yan Xue Yang Wayne Zhang 44 16 0 13 Jun 2024
RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent Wenjia Xu Zijian Yu Yixu Wang Jiuniu Wang Yuanben Zhang Guangzuo Li Mugen Peng LLMAG 48 0 0 11 Jun 2024
From Neurons to Neutrons: A Case Study in Interpretability O. Kitouni Niklas Nolte Víctor Samuel Pérez-Díaz S. Trifinopoulos Mike Williams MILM 19 1 0 27 May 2024
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation Jonathan Roberts Kai Han N. Houlsby Samuel Albanie 40 12 0 14 May 2024
Evaluation of Geographical Distortions in Language Models: A Crucial Step Towards Equitable Representations R. Decoupes R. Interdonato Mathieu Roche M. Teisseire S. Valentin 29 1 0 26 Apr 2024
CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies Weiyan Shi Ryan Li Yutong Zhang Caleb Ziems Chunhua yu R. Horesh Rogério Abreu de Paula Diyi Yang 34 26 0 23 Apr 2024
Where to Move Next: Zero-shot Generalization of LLMs for Next POI Recommendation Shanshan Feng Haoming Lyu Caishun Chen Yew-Soon Ong LRM 38 10 0 02 Apr 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook Xingchen Zou Yibo Yan Xixuan Hao Yuehong Hu Haomin Wen ... Junbo Zhang Yong Li Tianrui Li Yu Zheng Keli Zhang HAI AI4TS 52 37 0 29 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 44 103 0 20 Feb 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 79 15 0 30 Jan 2024
Distortions in Judged Spatial Relations in Large Language Models N. Fulman Abdulkadir Memduhoğlu Alexander Zipf 25 9 0 08 Jan 2024
WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models Youssef Benchekroun Megi Dervishi Mark Ibrahim Jean-Baptiste Gaya Xavier Martinet Grégoire Mialon Thomas Scialom Emmanuel Dupoux Dieuwke Hupkes Pascal Vincent LRM 22 6 0 27 Nov 2023
Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs Jonathan Roberts Timo Lüddecke Rehan Sheikh Kai Han Samuel Albanie MLLM 21 26 0 24 Nov 2023
GeoLocator: a location-integrated large multimodal model for inferring geo-privacy Yifan Yang Siqin Wang Daoyang Li Yixian Zhang Shuju Sun Junzhou He 26 8 0 21 Nov 2023
Core Building Blocks: Next Gen Geo Spatial GPT Application Ashley Fernandez Swaraj Dube 24 5 0 17 Oct 2023
Generative AI May Prefer to Present National-level Characteristics of Cities Based on Stereotypical Geographic Impressions at the Continental Level Shan Ye 26 0 0 07 Oct 2023
GeoGPT: Understanding and Processing Geospatial Tasks through An Autonomous GPT Yifan Zhang Cheng Wei Shangyou Wu Zhengting He Wenhao Yu 41 29 0 16 Jul 2023
Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4 Kent K. Chang Mackenzie Cramer Sandeep Soni David Bamman RALM 150 112 0 28 Apr 2023
Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare delivery Debadutta Dash Rahul Thapa Juan M. Banda Akshay Swaminathan Morgan Cheatham ... Garret K. Morris H. Magon M. Lungren Eric Horvitz N. Shah ELM LM&MA AI4MH 68 51 0 26 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 351 2,232 0 22 Mar 2023