Cultural Palette: Pluralising Culture Alignment via Multi-Agent Palette

Datasets of the paper "Cultural Palette: Pluralising Culture Alignment via Multi-Agent Palette".

Model Architecture

News

• 2024.12.15 🎉🎉🎉 We source the Pentachromatic Cultural Palette Dataset.

Dataset

Download

We provide an example for downloading our datasets via HuggingFace.

from datasets import load_dataset
dataset = load_dataset("CulturalPalette/CulturalPalette")

Format Explanation

{
  "query": "You are a knowledgeable chatbot about {Continent A}, including its culture, history, and nuances, providing insightful and context-aware responses. {Query from PRISM}",
  "response": "{Continent A Preferred Response}",
  "rejected_response": "{Other Continents Preferred Responses}"
}

Semantic representation (PCA) on PRISM and Pentachromatic Cultural Patette Dataset

Citation

If you find our work useful for your research, please kindly cite our paper as follows:

@article{yuan2024cultural,
  title={Cultural Palette: Pluralising Culture Alignment via Multi-agent Palette},
  author={Yuan, Jiahao and Di, Zixiang and Zhao, Shangzixin and Naseem, Usman},
  journal={arXiv preprint arXiv:2412.11167},
  year={2024}
}

Acknowledge

We gratefully acknowledge PRISM for invaluable contribution to our dataset.