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The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models

Official Best PaperAI alignment & safety

Connects participant demographics and stated preferences with feedback on language-model conversations. The dataset enables analysis of representation, cultural variation, and disagreement in alignment data.

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Overview

Connects participant demographics and stated preferences with feedback on language-model conversations. The dataset enables analysis of representation, cultural variation, and disagreement in alignment data.

When reading the original paper, identify its problem, inputs, outputs, and methodological assumptions.

References

  1. Bibliographic source

ID: neurips-2024-prism-alignment · Last verified:

Reading notes (.md, English) ↓