Papers with SCM theory
StereoMap: Quantifying the Awareness of Human-like Stereotypes in Large Language Models (2023.emnlp-main)
Copied to clipboard
| Challenge: | Large Language Models (LLMs) have been observed to encode harmful associations present in the training data. |
| Approach: | They propose a framework to map LLMs' perceptions of how demographic groups have been viewed by society using the dimensions of Warmth and Competence. |
| Outcome: | The proposed framework maps LLMs’ perceptions of social groups using the dimensions of Warmth and Competence. |