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RESEARCH ARTICLEPSYCHOLOGICAL AND COGNITIVE SCIENCES COMPUTER SCIENCESExplicitly unbiased large language models still form biased associations Xuechunzi Baia,1ID, Angelina WangbID, Ilia SucholutskycID,
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Explicitly unbiased large language refers to language models that are designed to avoid biases in their responses, providing fair and balanced viewpoints while generating content.
Organizations and developers that create or deploy large language models are typically required to ensure that these models are explicitly unbiased, particularly if they are used in applications that can impact decision-making processes.
To fill out explicitly unbiased large language, developers should follow guidelines that include testing for biases, implementing corrective measures, documenting the steps taken, and ensuring transparency in the model's training data.
Information that must be reported includes the model's performance metrics on bias detection, the methodologies used to ensure fairness, the diversity of the training data, and any identified limitations or challenges in achieving unbiased outputs.
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