Mehar Singh

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive?

The value orientation of Large Language Models (LLMs) has been extensively studied, as it can shape user experiences across demographic groups.However, two key challenges remain: (1) the lack of systematic comparison across value probing strategies, despite the Multiple Choice Question (MCQ) setting