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"LLM Political Bias Using Zero-Shot Classification & Fine-Tuned ML"

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DataCite Commons2025-10-06 更新2026-05-03 收录
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https://ieee-dataport.org/documents/llm-algorithmic-bias-data-aggregate
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资源简介:
"This dataset displays numerical results attained from a bias evaluation conducted on 1800 model responses spanning six generative AI (GAI) models: DeepSeek Distilled Llama 8B, DeepSeek-R1, DeepSeek Chat, o1, Claude Opus, and Claude Sonnet. Four bias metrics were measured: political partisanship, topicality, sentiment, and objectivity. The evaluation used a combination of zero-shot classification and fine-tuned ML models to quantify each metric. This dataset intends to further research surrounding GAI political biases. Prompts and model responses were retrieved from a separate dataset found here."
提供机构:
IEEE DataPort
创建时间:
2025-10-06
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