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VQV Signal

PUBLIC SIGNAL · NOISE 88% signal strength

Demographic Prompting at Scale: When More Attributes Hurt LLM--Human Agreement

We investigate how annotator demographic attributes, supplied as prompt cues, shape the alignment between large language model (LLM) predictions and human annotations across five tasks. Using five open-source LLMs, we systematically vary the number and compos...

Topic: Open Source LLMs Source: arXiv · arxiv.org Published 2026-07-12 06:00 UTC Fetched 2026-07-15 01:20 UTC

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Public Interest 0 Signal Strength 88 Source Type arxiv Reposts 0 Topic Quality 46

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