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Fairness, Bias, and Research Governance / Algorithmic Decision Accountability, Contestability, and User Auditing

What specific differences exist between FLI and DAIR ideologies in AI risk prioritization and governance approaches?

helpResearch questionAlgorithmic Decision Accountability, Contestability, and User Auditing

What specific differences exist between FLI and DAIR ideologies in AI risk prioritization and governance approaches?

CUI '23Risk and Harm: Unpacking Ideologies in the AI Discourse

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helpResearch questionAlgorithmic Decision Accountability, Contestability, and User Auditing

What geographic and socioeconomic biases do LLMs exhibit when recommending U.S. cities and towns?

IUI '25Unequal Opportunities: Examining the Bias in Geographical Recommendations by Large Language Models

helpResearch questionAlgorithmic Decision Accountability, Contestability, and User Auditing

Do these biases affect fair decision-making for low-income or marginalized groups?

IUI '25Unequal Opportunities: Examining the Bias in Geographical Recommendations by Large Language Models

helpResearch questionAlgorithmic Decision Accountability, Contestability, and User Auditing

How can audit methods analyze and reveal distributional inequality in LLM geographic recommendations?

IUI '25Unequal Opportunities: Examining the Bias in Geographical Recommendations by Large Language Models

helpResearch questionAlgorithmic Decision Accountability, Contestability, and User Auditing

In HCI, what specific application domains and scenarios are LLMs suited for?

CHI '25Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review

helpResearch questionAlgorithmic Decision Accountability, Contestability, and User Auditing

How do researchers use LLMs in papers, and what usage patterns and roles exist?

CHI '25Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review

helpResearch questionAlgorithmic Decision Accountability, Contestability, and User Auditing

What types of contributions have LLMs made in HCI?

CHI '25Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review

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