Cover Image

Implicit Geographic Inference in LLM Medical Triage: Language-Driven Disparities in Emergency Recommendations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Wong, Qi Han
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence Computers and Society K.4.1; I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts
by: Zahraei, Pardis Sadat, et al.
Published: (2024)

Leveraging Multi-Source Textural UGC for Neighbourhood Housing Quality Assessment: A GPT-Enhanced Framework
by: Hong, Qiyuan, et al.
Published: (2025)

Revealing Hidden Bias in AI: Lessons from Large Language Models
by: Beatty, Django, et al.
Published: (2024)

Bye Bye Perspective API: Lessons for Measurement Infrastructure in NLP, CSS and LLM Evaluation
by: Hartmann, David, et al.
Published: (2026)

Growing a Tail: Increasing Output Diversity in Large Language Models
by: Shur-Ofry, Michal, et al.
Published: (2024)

Pro-AI Bias in Large Language Models
by: Trabelsi, Benaya, et al.
Published: (2026)

ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs
by: Han, Pengrui, et al.
Published: (2024)

The Invisible Coalition Partner: How LLMs Vote When Democracy Gets Concrete
by: Barmettler, Joel
Published: (2026)

Powerful Training-Free Membership Inference Against Autoregressive Language Models
by: Ilić, David, et al.
Published: (2026)

Qwerty AI: Explainable Automated Age Rating and Content Safety Assessment for Russian-Language Screenplays
by: Zmanovskii, Nikita
Published: (2025)

Exploring and Mitigating Gender Bias in Encoder-Based Transformer Models
by: Hossain, Ariyan, et al.
Published: (2025)

Replicating TEMPEST at Scale: Multi-Turn Adversarial Attacks Against Trillion-Parameter Frontier Models
by: Young, Richard
Published: (2025)

Whose wife is it anyway? Assessing bias against same-gender relationships in machine translation
by: Stewart, Ian, et al.
Published: (2024)

Identifying and Mitigating Gender Cues in Academic Recommendation Letters: An Interpretability Case Study
by: Alexander, Charlotte S., et al.
Published: (2026)

APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation
by: Zhu, Pengyun, et al.
Published: (2026)

Big AI is accelerating the metacrisis: What can we do?
by: Bird, Steven
Published: (2025)

EQUITRIAGE: A Fairness Audit of Gender Bias in LLM-Based Emergency Department Triage
by: Young, Richard J., et al.
Published: (2026)

AI to Learn 2.0: A Deliverable-Oriented Governance Framework and Maturity Rubric for Opaque AI in Learning-Intensive Domains
by: Shintani, Seine A.
Published: (2026)

From Helpfulness to Toxic Proactivity: Diagnosing Behavioral Misalignment in LLM Agents
by: Wang, Xinyue, et al.
Published: (2026)

The AI Fiction Paradox
by: Elkins, Katherine
Published: (2026)

Toward Secure and Compliant AI: Organizational Standards and Protocols for NLP Model Lifecycle Management
by: Arora, Sunil, et al.
Published: (2025)

Not Everything That Counts Can Be Counted: A Case for Safe Qualitative AI
by: Beltoft, Stine, et al.
Published: (2025)

Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum
by: Yeste, Víctor, et al.
Published: (2026)

AgentMisalignment: Measuring the Propensity for Misaligned Behaviour in LLM-Based Agents
by: Naik, Akshat, et al.
Published: (2025)

The Epistemic Suite: A Post-Foundational Diagnostic Methodology for Assessing AI Knowledge Claims
by: Kelly, Matthew
Published: (2025)

PoliCon: Evaluating LLMs on Achieving Diverse Political Consensus Objectives
by: Zhang, Zhaowei, et al.
Published: (2025)

Industrialized Deception: The Collateral Effects of LLM-Generated Misinformation on Digital Ecosystems
by: Loth, Alexander, et al.
Published: (2026)

Gender and Race Bias in Consumer Product Recommendations by Large Language Models
by: Xu, Ke, et al.
Published: (2026)

Beyond Imperfect Alternatives with Rulemapping: A Neuro-Symbolic Case Study on Online Hate Speech
by: von Cossel, Oskar
Published: (2026)

From Native Memes to Global Moderation: Cross-Cultural Evaluation of Vision-Language Models for Hateful Meme Detection
by: Wang, Mo, et al.
Published: (2026)

The Cultural Gene of Large Language Models: A Study on the Impact of Cross-Corpus Training on Model Values and Biases
by: Fenech-Borg, Emanuel Z., et al.
Published: (2025)

ChatGPT as Research Scientist: Probing GPT's Capabilities as a Research Librarian, Research Ethicist, Data Generator and Data Predictor
by: Lehr, Steven A., et al.
Published: (2024)

Can AI Make Conflicts Worse? An Alignment Failure in LLM Deployment Across Conflict Contexts
by: Kryshtal, Andrii
Published: (2026)

Seeing Is No Longer Believing: Frontier Image Generation Models, Synthetic Visual Evidence, and Real-World Risk
by: Wu, Shuai, et al.
Published: (2026)

Demystifying Funding: Reconstructing a Unified Dataset of the UK Funding Lifecycle
by: Thorne, William, et al.
Published: (2026)

Generative midtended cognition and Artificial Intelligence. Thinging with thinging things
by: Barandiaran, Xabier E., et al.
Published: (2024)

How Few-shot Demonstrations Affect Prompt-based Defenses Against LLM Jailbreak Attacks
by: Wang, Yanshu, et al.
Published: (2026)

Eroding the Truth-Default: A Causal Analysis of Human Susceptibility to Foundation Model Hallucinations and Disinformation in the Wild
by: Loth, Alexander, et al.
Published: (2026)

Ideology as a Problem: Lightweight Logit Steering for Annotator-Specific Alignment in Social Media Analysis
by: Xia, Wei, et al.
Published: (2025)

The Company You Keep: How LLMs Respond to Dark Triad Traits
by: Lu, Zeyi, et al.
Published: (2026)