Cover Image

A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pfohl, Stephen R., Cole-Lewis, Heather, Sayres, Rory, Neal, Darlene, Asiedu, Mercy, Dieng, Awa, Tomasev, Nenad, Rashid, Qazi Mamunur, Azizi, Shekoofeh, Rostamzadeh, Negar, McCoy, Liam G., Celi, Leo Anthony, Liu, Yun, Schaekermann, Mike, Walton, Alanna, Parrish, Alicia, Nagpal, Chirag, Singh, Preeti, Dewitt, Akeiylah, Mansfield, Philip, Prakash, Sushant, Heller, Katherine, Karthikesalingam, Alan, Semturs, Christopher, Barral, Joelle, Corrado, Greg, Matias, Yossi, Smith-Loud, Jamila, Horn, Ivor, Singhal, Karan
Format:	Preprint
Published:	2024
Subjects:	Computers and Society Computation and Language Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Case for Globalizing Fairness: A Mixed Methods Study on Colonialism, AI, and Health in Africa
by: Asiedu, Mercy, et al.
Published: (2024)

Nteasee: Understanding Needs in AI for Health in Africa -- A Mixed-Methods Study of Expert and General Population Perspectives
by: Asiedu, Mercy Nyamewaa, et al.
Published: (2024)

NodeSynth: Socially Aligned Synthetic Data for AI Evaluation
by: Rashid, Qazi Mamunur, et al.
Published: (2026)

Contextual Evaluation of Large Language Models for Classifying Tropical and Infectious Diseases
by: Asiedu, Mercy, et al.
Published: (2024)

Cultural Perspectives and Expectations for Generative AI: A Global Survey Approach
by: van Liemt, Erin, et al.
Published: (2026)

Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa
by: Asiedu, Mercy Nyamewaa, et al.
Published: (2023)

Towards Conversational Diagnostic AI
by: Tu, Tao, et al.
Published: (2024)

Intelligent AI Delegation
by: Tomašev, Nenad, et al.
Published: (2026)

Burnout and Public Services: The Periodical Literature of Librarianship in the Eighties.
by: Blazek, Ron, et al.
Published: (1992)

The signature and cusp geometry of hyperbolic knots
by: Davies, Alex, et al.
Published: (2021)

Motetten am Hof Maximilians II. (1527–1576)
by: Pfohl, Jonas
Published: (2022)

Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness
by: Pfohl, Stephen R., et al.
Published: (2025)

Distributional AGI Safety
by: Tomašev, Nenad, et al.
Published: (2025)

Chapter Montecassino after Desiderius: the Continuation to the Chronicle of Leo Marsicanus
by: Loud, Graham
Published: (2024)

Analyse du système de traçabilité de la filière exportation des produits de la pêche: cas de produits fabriqués à Ikagel
by: Sene, Awa
Published: (2014)

Revisión de modelos que integren Design Thinking en metodologías de Desarrollo Ágil
by: Dewitt Scott Chavez Ponce
Published: (2022)

Hypergraph LSS-ideals and coordinate sections of symmetric tensors
by: Gharakhloo, Shekoofeh, et al.
Published: (2022)

Rome in the Tenth Century: A History of Art. By JohnOsborne. Cambridge University Press and the British School at Rome, 2025. xvi + 211 pp. £90.
by: G. A. Loud
Published: (2025)

Design of Magnetic Continuum Robots with Tunable Force Response Using Rotational Ring Pairs
by: Sayres, Alex, et al.
Published: (2026)

How Knowledge Workers Think Generative AI Will (Not) Transform Their Industries
by: Woodruff, Allison, et al.
Published: (2023)

Cluster-based Regression using Variational Inference and Applications in Financial Forecasting
by: Nagpal, Udai, et al.
Published: (2022)

Importance socio-economique des marchés au poisson du Sénégal: cas du Marché Central au Poisson de Kaolack
by: Dieng, Moustapha
Published: (2012)

Partenariat stratégique pour la création d’un fonds d’investissement à l’appui des pêches durables en Afrique sub-saharienne
by: Dieng, A.
Published: (2005)

MaD Physics: Evaluating information seeking under constraints in physical environments
by: Jain, Moksh, et al.
Published: (2026)

Tx-LLM: A Large Language Model for Therapeutics
by: Chaves, Juan Manuel Zambrano, et al.
Published: (2024)

Exploring Large Language Models for Specialist-level Oncology Care
by: Palepu, Anil, et al.
Published: (2024)

Les rigueurs de la crise économique ne peuvent, à elles seules, expliquer le refus de traiter des problèmes posés par les organisations syndicales: Sénégal
by: Sette Dieng (Author)
Published: (1999)

El rigor de la crisis económica no basta para explicar que no se aborden los asuntos planteados por las organizaciones sindicales: Senegal
by: Sette Dieng (Author)
Published: (1999)

The rigours of the economic crisis are not the sole explanation for the refusal to tackle the issues raised by trade union organizations: Senegal
by: Sette Dieng (Author)
Published: (1999)

Protecting Forests From “Foreigners”? Environmental Activists and Ethno‐Environmentalism in Côte d'Ivoire
by: Ndèye Sokhna Dieng
Published: (2026)

Contribution à l'amélioration de la pêche à Matam: exemple du village de Thialy situé dans le Département de Kanel
by: Dieng, Tafsir Mouhamadou
Published: ()

THE ROLE OF SPEAKING SKILLS IN ENGLISH LANGUAGE LEARNING AND PEDAGOGICAL APPROACHES FOR EFFECTIVE INSTRUCTION
by: Eshmuratova, Jamila
Published: (2025)

1953
by: Jamila Mammadova
Published: (2025)

Planejamento educacional: a concepção necessária face à realidade concreta
by: Jamila Costa
Published: (2020)

Ninjurin1 in cardiovascular and vascular biology: From molecular mechanisms to therapeutic opportunities
by: Muhammad Mamunur Rashid Mahib
Published: (2026)

Visualizing a bivariate discrete distribution and other distributions derived from it
by: Jyotirmoy Sarkar, et al.
Published: (2024)

Virtual Agent Economies
by: Tomasev, Nenad, et al.
Published: (2025)

The unknotting number, hard unknot diagrams, and reinforcement learning
by: Applebaum, Taylor, et al.
Published: (2024)

Preference Models assume Proportional Hazards of Utilities
by: Nagpal, Chirag
Published: (2025)

TxGemma: Efficient and Agentic LLMs for Therapeutics
by: Wang, Eric, et al.
Published: (2025)