What is bias in NLP?
Bias in NLP refers to the systematic favoritism or prejudice in language models that can lead to unfair outcomes.
Can you give me examples of bias in NLP?
Sure! Examples include gender bias in job descriptions or racial bias in sentiment analysis.
How does bias affect AI decision-making?
Bias can lead to discriminatory practices, affecting hiring, law enforcement, and more, perpetuating stereotypes.
What can be done to reduce bias in NLP?
Techniques include using diverse training data, bias detection tools, and regular audits of AI systems.
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