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西斯拉夫语言模型中性别偏见的测量(英文版)

发布者:wx****19
2023-04-22
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人工智能(AI)
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西斯拉夫语言模型中性别偏见的测量【英文版】.pdf
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英文标题:Measuring Gender Bias in West Slavic Language Models中文摘要:本研究旨在分析西斯拉夫语言模型中的性别偏见,通过评估单语和多语言模型的性别偏见情况以及生成词的有害程度和性别特征,发现针对男性的西斯拉夫语言模型生成的词较为有害,且与暴力,死亡和疾病有关系。英文摘要:Pre-trained language models have been known to perpetuate biases from theunderlying datasets to downstream tasks. However, these findings arepredominantly based on monolingual language models for English, whereas thereare few investigative studies of biases encoded in language models forlanguages beyond English. In this paper, we fill t

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