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Prompt-Output Dataset for Analyzing Linguistic and Cultural Bias in Multilingual LLMs

2026-08-05 · Zenodo (CERN European Organization for Nuclear Research)

One-line summary

An AI research paper on Prompt-Output Dataset for Analyzing Linguistic and Cultural Bias in Multilingual LLMs.

Engineering notes

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Chinese explanation / 中文解读

中文解读待补充:本站会优先为大语言模型、生成式AI、ChatGPT相关技术、计算机视觉、深度学习等高价值论文补充中文说明。

Original abstract

This dataset contains prompts and large language model (LLM) responses used to analyze cultural and linguistic bias across English and Chinese outputs. It includes four prompt-response catalogs—two for ChatGPT and two for DeepSeek—in both English and Chinese, as well as a bilingual prompt list. These materials support a research study, which includes a critical discourse analysis of how multilingual LLMs reproduce dominant cultural norms.

5.0Engineering value
7.0Research novelty
4.0Business relevance

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