Large Language Models are Geographically Biased

5 February 2024

Papers citing "Large Language Models are Geographically Biased"

31 / 31 papers shown

Title
Personalisation or Prejudice? Addressing Geographic Bias in Hate Speech Detection using Debias Tuning in Large Language Models Paloma Piot Patricia Martín-Rodilla Javier Parapar 50 0 0 04 May 2025
OmniGeo: Towards a Multimodal Large Language Models for Geospatial Artificial Intelligence Long Yuan Fengran Mo Kaiyu Huang Wenjie Wang Wangyuxuan Zhai Xiaoyu Zhu You Li Jinan Xu Jian-Yun Nie SyDa 69 0 0 20 Mar 2025
Musical ethnocentrism in Large Language Models Anna Kruspe 36 0 0 23 Jan 2025
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning Wonduk Seo Zonghao Yuan Yi Bu VLM 50 1 0 02 Jan 2025
Generative AI for Accessible and Inclusive Extended Reality Jens Grubert Junlong Chen Per Ola Kristensson 35 1 0 31 Oct 2024
Vital Insight: Assisting Experts' Context-Driven Sensemaking of Multi-modal Personal Tracking Data Using Visualization and Human-In-The-Loop LLM Agents Jiachen Li Justin Steinberg Xiwen Li Akshat Choube Bingsheng Yao Dakuo Wang Elizabeth D. Mynatt Elizabeth Mynatt Varun Mishra 34 0 0 18 Oct 2024
Bias Similarity Across Large Language Models Hyejun Jeong Shiqing Ma Amir Houmansadr 54 0 0 15 Oct 2024
Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach Tong Nie Junlin He Yuewen Mei Guoyang Qin Guilong Li Jian Sun Wei Ma 40 3 0 30 Aug 2024
Geolocation Representation from Large Language Models are Generic Enhancers for Spatio-Temporal Learning Junlin He Tong Nie Wei Ma AI4TS 26 2 0 22 Aug 2024
Hybrid Querying Over Relational Databases and Large Language Models T. Pham Cody T. Reynolds A. El Abbadi 33 1 0 01 Aug 2024
It Cannot Be Right If It Was Written by AI: On Lawyers' Preferences of Documents Perceived as Authored by an LLM vs a Human Jakub Harasta Tereza Novotná Jaromír Šavelka ELM 42 6 0 09 Jul 2024
Multilingual Trolley Problems for Language Models Zhijing Jin Sydney Levine Max Kleiman-Weiner Giorgio Piatti Jiarui Liu ... András Strausz Mrinmaya Sachan Rada Mihalcea Yejin Choi Bernhard Schölkopf LRM 50 5 0 02 Jul 2024
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning Nemin Wu Qian Cao Zhangyu Wang Zeping Liu Yanlin Qi ... Stefano Ermon T. Ganu A. Nambi Ni Lao Gengchen Mai 69 15 0 21 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
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics Seungbeen Lee Seungwon Lim Seungju Han Giyeong Oh Hyungjoo Chae ... Beong-woo Kwak Yeonsoo Lee Dongha Lee Jinyoung Yeo Youngjae Yu 41 8 0 20 Jun 2024
Quantifying Geospatial in the Common Crawl Corpus Ilya Ilyankou Meihui Wang Stefano Cavazzi James Haworth 41 1 0 07 Jun 2024
Responsible AI for Earth Observation Pedram Ghamisi Weikang Yu Andrea Marinoni C. Gevaert Claudio Persello ... Benjamin P. Horton Philippe Rufin P. Hostert Fabio Pacifici Peter M. Atkinson 34 4 0 31 May 2024
From Languages to Geographies: Towards Evaluating Cultural Bias in Hate Speech Datasets Manuel Tonneau Diyi Liu Samuel Fraiberger Ralph Schroeder Scott A. Hale Paul Röttger 37 5 0 27 Apr 2024
The Impact of Unstated Norms in Bias Analysis of Language Models Farnaz Kohankhaki D. B. Emerson David B. Emerson Laleh Seyyed-Kalantari Faiza Khan Khattak 60 1 0 04 Apr 2024
Multi-FAct: Assessing Multilingual LLMs' Multi-Regional Knowledge using FActScore Sheikh Shafayat Eunsu Kim Juhyun Oh Alice H. Oh HILM 46 5 0 28 Feb 2024
Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing? Marco Gaido Sara Papi Matteo Negri L. Bentivogli 49 13 0 19 Feb 2024
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies Vithya Yogarajan Gillian Dobbie Te Taka Keegan R. Neuwirth ALM 43 11 0 03 Dec 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
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 79 130 0 18 May 2022
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning Christopher Yeh Chenlin Meng Sherrie Wang Anne Driscoll Erik Rozi Patrick Liu Jihyeon Janel Lee Marshall Burke David B. Lobell Stefano Ermon 64 56 0 08 Nov 2021
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 223 374 0 15 Oct 2021
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice H. Oh 142 92 0 13 Sep 2021
Assessing the Reliability of Word Embedding Gender Bias Measures Yupei Du Qixiang Fang D. Nguyen 46 21 0 10 Sep 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 259 374 0 28 Feb 2021
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,090 0 24 Oct 2016