Papers with long-form generation attributes
Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths (2026.findings-acl)
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| Challenge: | In short-form surveys and psychometric tests, value-related risks and preferences are often underexplored in practical settings. |
| Approach: | They compare short-form responses to long-form outputs to determine whether value preferences align with those expressed in long-term outputs. |
| Outcome: | The proposed method yields only modest gains in the consistency of value expression. |