Cover Image

Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tan, Bryan Chen Zhengyu, Liu, Zhengyuan, Yi, Xiaoyuan, Yao, Jing, Xie, Xing, Chen, Nancy F., Lee, Roy Ka-Wei
Format:	Preprint
Published:	2026
Subjects:	Computers and Society
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Unmasking Implicit Bias: Evaluating Persona-Prompted LLM Responses in Power-Disparate Social Scenarios
by: Tan, Bryan Chen Zhengyu, et al.
Published: (2025)

Distributional Open-Ended Evaluation of LLM Cultural Value Alignment Based on Value Codebook
by: Lee, Jaehyeok, et al.
Published: (2026)

Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD
by: Tan, Bryan Chen Zhengyu, et al.
Published: (2025)

Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights
by: Choi, Sooyung, et al.
Published: (2025)

BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models
by: Tan, Bryan Chen Zhengyu, et al.
Published: (2025)

Small Changes, Big Impact: Demographic Bias in LLM-Based Hiring Through Subtle Sociocultural Markers in Anonymised Resumes
by: Tan, Bryan Chen Zhengyu, et al.
Published: (2026)

Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
by: Guo, Hanze, et al.
Published: (2025)

CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
by: Yao, Jing, et al.
Published: (2024)

CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization
by: Yao, Jing, et al.
Published: (2025)

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization
by: Jiang, Han, et al.
Published: (2025)

Can LLMs Express Personality Across Cultures? Introducing CulturalPersonas for Evaluating Trait Alignment
by: Dey, Priyanka, et al.
Published: (2025)

The Imperfect Learner: Incorporating Developmental Trajectories in Memory-based Student Simulation
by: Liu, Zhengyuan, et al.
Published: (2025)

MMA-ASIA: A Multilingual and Multimodal Alignment Framework for Culturally-Grounded Evaluation
by: Zheng, Weihua, et al.
Published: (2025)

MoVa: Towards Generalizable Classification of Human Morals and Values
by: Chen, Ziyu, et al.
Published: (2025)

AdAEM: An Adaptively and Automated Extensible Measurement of LLMs' Value Difference
by: Yao, Jing, et al.
Published: (2025)

Value Compass Benchmarks: A Platform for Fundamental and Validated Evaluation of LLMs Values
by: Yao, Jing, et al.
Published: (2025)

Investigating Data Interventions for Subgroup Fairness: An ICU Case Study
by: Tan, Erin, et al.
Published: (2026)

ACE-Align: Attribute Causal Effect Alignment for Cultural Values under Varying Persona Granularities
by: Luo, Jiatang, et al.
Published: (2026)

Can LLMs Grasp Implicit Cultural Values? Benchmarking LLMs' Cultural Intelligence with CQ-Bench
by: Liu, Ziyi, et al.
Published: (2025)

How Hard Can It Be? Hardness-Aware Multi-Objective Unlearning
by: Chen, Jiangwei, et al.
Published: (2026)

CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment
by: Lin, Geyu, et al.
Published: (2024)

LLMs and Cultural Values: the Impact of Prompt Language and Explicit Cultural Framing
by: Bulté, Bram, et al.
Published: (2025)

SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
by: Wang, Bin, et al.
Published: (2023)

An Evaluation of Cultural Value Alignment in LLM
by: Sukiennik, Nicholas, et al.
Published: (2025)

Can LLMs Emulate Human Belief Dynamics?
by: Proma, Adiba Mahbub, et al.
Published: (2026)

Culturally Grounded Personas in Large Language Models: Characterization and Alignment with Socio-Psychological Value Frameworks
by: Greco, Candida M., et al.
Published: (2026)

Elephant in the Room: Unveiling the Impact of Reward Model Quality in Alignment
by: Liu, Yan, et al.
Published: (2024)

Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs
by: Xiong, Miao, et al.
Published: (2023)

Self-Alignment: Improving Alignment of Cultural Values in LLMs via In-Context Learning
by: Choenni, Rochelle, et al.
Published: (2024)

Cultural Value Differences of LLMs: Prompt, Language, and Model Size
by: Zhong, Qishuai, et al.
Published: (2024)

On the Dynamics of Multi-Agent LLM Communities Driven by Value Diversity
by: Huang, Muhua, et al.
Published: (2025)

Can Emulating Semantic Translation Help LLMs with Code Translation? A Study Based on Pseudocode
by: Chen, Songqiang, et al.
Published: (2025)

Multi-Value Alignment for LLMs via Value Decorrelation and Extrapolation
by: Xu, Hefei, et al.
Published: (2025)

The Alignment Floor: How Persona Customization Breaks Safety in Weakly-Aligned LLMs
by: Zhang, Xing, et al.
Published: (2026)

CRAFT: Extracting and Tuning Cultural Instructions from the Wild
by: Wang, Bin, et al.
Published: (2024)

Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value Optimization
by: Wang, Xingqi, et al.
Published: (2024)

Sword and Shield: Uses and Strategies of LLMs in Navigating Disinformation
by: Lim, Gionnieve, et al.
Published: (2025)

Does LLM Alignment Really Need Diversity? An Empirical Study of Adapting RLVR Methods for Moral Reasoning
by: Zhang, Zhaowei, et al.
Published: (2026)

Dynamical Systems On Generalised Klein Bottles
by: Grindrod, Peter, et al.
Published: (2024)

Structured Visual Narratives Undermine Safety Alignment in Multimodal Large Language Models
by: Tan, Rui Yang, et al.
Published: (2026)