AI Encoder: Parsing Signal from Hype

AI Encoder: Parsing Signal from Hype

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AI Encoder: Parsing Signal from Hype
AI Encoder: Parsing Signal from Hype
Confounds and Complex Bias Interplay from Human Bias Mitigation in Language Model Datasets Used for Finetuning LLMs
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Confounds and Complex Bias Interplay from…

Jonathan Bennion
Sep 30, 2024

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AI Encoder: Parsing Signal from Hype
AI Encoder: Parsing Signal from Hype
Confounds and Complex Bias Interplay from Human Bias Mitigation in Language Model Datasets Used for Finetuning LLMs
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A 2023 dataset that balanced occupational bias distribution in one dataset may have decreased racial bias (unintentionally), but increased gender and age biases compared to a vanilla Alpaca baseline.

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