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Gender bias in machine learning: insights from official labour statistics and textual analysis

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The interplay between technology and societal norms often reveals a troubling reality: machine learning systems not only reflect existing gender stereotypes but can also amplify and entrench them, making these biases harder to detect and address. This paper ad... ...