How can I implement fair NLP tools in my project?
To implement fair NLP tools, start by identifying biases in your data and choose tools that promote fairness.
What are some popular fair NLP tools I can use?
Some popular fair NLP tools include Fairness Indicators, AI Fairness 360, and What-If Tool.
How do I evaluate the fairness of my NLP model?
You can evaluate fairness by using metrics like demographic parity, equal opportunity, and disparate impact.
Can you give me an example of bias in NLP?
Sure! An example is when a language model associates certain professions with specific genders, reflecting societal biases.
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