Revealing fine-grained values and opinions in large language models

D Wright, A Arora, N Borenstein, S Yadav… - arXiv preprint arXiv …, 2024 - arxiv.org
Uncovering latent values and opinions embedded in large language models (LLMs) can
help identify biases and mitigate potential harm. Recently, this has been approached by …

Survey of cultural awareness in language models: Text and beyond

S Pawar, J Park, J Jin, A Arora, J Myung… - arXiv preprint arXiv …, 2024 - arxiv.org
Large-scale deployment of large language models (LLMs) in various applications, such as
chatbots and virtual assistants, requires LLMs to be culturally sensitive to the user to ensure …

ValueScope: Unveiling Implicit Norms and Values via Return Potential Model of Social Interactions

CY Park, SS Li, H Jung, S Volkova, T Mitra… - arXiv preprint arXiv …, 2024 - arxiv.org
This study introduces ValueScope, a framework leveraging language models to quantify
social norms and values within online communities, grounded in social science perspectives …

LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models

D Wright, A Arora, N Borenstein, S Yadav… - Findings of the …, 2024 - aclanthology.org
Uncovering latent values and opinions embedded in large language models (LLMs) can
help identify biases and mitigate potential harm. Recently, this has been approached by …