3 papers
cs.CY2025
Cross-cultural value alignment frameworks for responsible AI governance: Evidence from China-West comparative analysis
Haijiang Liu, Jinguang Gu, Xun Wu +2
As Large Language Models (LLMs) increasingly influence high-stakes decision-making across global contexts, ensuring their alignment with diverse cultural values has become a critic…
cs.CL2025
Beyond Demographics: Enhancing Cultural Value Survey Simulation with Multi-Stage Personality-Driven Cognitive Reasoning
Haijiang Liu, Qiyuan Li, Chao Gao +5
Introducing MARK, the Multi-stAge Reasoning frameworK for cultural value survey response simulation, designed to enhance the accuracy, steerability, and interpretability of large l…
cs.AI2025
Reviewing Clinical Knowledge in Medical Large Language Models: Training and Beyond
Qiyuan Li, Haijiang Liu, Caicai Guo +6
The large-scale development of large language models (LLMs) in medical contexts, such as diagnostic assistance and treatment recommendations, necessitates that these models possess…