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Preferred Colleague Dataset: A Human-Annotated Dataset of Perceived Colleague Preference

Recruitment is a time-consuming process, and AI systems are increasingly being used to support the decision-making process. However, machine learning models used in such systems can inherit bias if the underlying training data reflects biased human preferences. It is essential to analyze and quantif...

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Main Authors: Deepu Krishnareddy, Bakir Hadžić, Hamid Gazerpour, Michael Danner, Zhuoqi Zeng, Matthias Rätsch
Format: Artigo
Language:Inglês
Published: MDPI AG 2026-05-01
Series:Data
Subjects:
AI
bias
workplace preference
fairness
recruiting
Online Access:https://www.mdpi.com/2306-5729/11/5/100
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