一作ACL 2026Findings· Findings of ACL
Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths
Inderjeet Jayakumar Nair · Lu Wang
摘要
Evaluations of LLMs’ ethical risks and value inclinations often rely on short-form surveys and psychometric tests, yet real-world use involves long-form, open-ended responses—leaving value-related risks and preferences in practical settings largely underexplored. In this work, we ask: Do value pr...