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Linguistic Models for Analyzing and Detecting Biased Language

Natural language processing tools to detect biases. (Recasens, 2013; Pryzant, 2020)

Research

Link https://aclanthology.org/P13-1162/

Creators Marta Recasens, Cristian Danescu-Niculescu-Mizil and Dan Jurafsky

Year 2013

Related Capabilities

Maximize neutrality

Ability to increase, demonstrate, or measure the neutrality of key aspects of a process.

Dimension: Robustness

Related Research Questions

How can facilitators maintain neutrality while also ensuring productive deliberation?

Ethics & Philosophy Psychology

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

Ethics & Philosophy

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

Ethics & Philosophy

How can we translate mathematical bias guarantees from algorithmic settings to real-world human facilitation?

Statistics & Sampling AI/ML

How can we design unobtrusive monitoring systems that don't themselves bias the deliberative process?

Ethics & Philosophy Psychology