Papers with SocialGaze approach
SocialGaze: Improving the Integration of Human Social Norms in Large Language Models (2024.findings-emnlp)
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| Challenge: | Increasingly, large language models (LLMs) are able to understand and rationalize socially acceptable behaviors, but they are often misaligned with human consensus. |
| Approach: | They propose a multi-step prompting framework that verbalizes a social situation from multiple perspectives before forming a judgment. |
| Outcome: | The proposed framework improves the alignment with human judgments by up to 11 F1 points with the GPT-3.5 model. |