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Automatically Neutralizing Subjective Bias in Text

Natural language processing tools to detect biases

Research
Link https://ojs.aaai.org/index.php/AAAI/article/view/5385
Creators Reid Pryzant, Richard Diehl Martinez, Nathan Dass, Sadao Kurohashi, Dan Jurafsky and Diyi Yang
Year 2020

Related Capabilities

Maximize neutrality

Ability to increase, demonstrate, or measure the neutrality of key aspects of a process.
Maturity
Opportunity
Importance
Neglectedness
Dimension: Robustness
Resources (4) | Research Questions (0) | Product Gaps (1)

Related Research Questions

How do we define and measure neutrality when legitimate value disagreements exist about what constitutes "neutral"?

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What are the appropriate metrics for measuring neutrality in information presentation, question framing, and synthesis?

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What are acceptable thresholds for intervention when neutrality violations are detected?

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