conftrace_

fairness analysis

5 papers

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Co-occurring keywords · papers mentioning both

recidivism prediction (1) gender bia (1) hate speech detection (1) bias evaluation (1) opinion distribution (1) persona generation (1) stereotype detection (1) prediction bia (1) model class reliance (1) urban-rural disparity (1)

Papers

Synthia: Scalable Grounded Persona Generation from Social Media Data ACL 2026 A Fairness Analysis of Human and AI-Generated Student Reflection Summaries ACL 2024 Fairness and Representation in Satellite-Based Poverty Maps: Evidence of Urban-Rural Disparities and Their Impacts on Downstream Policy IJCAI 2023 Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckList ACL 2021 All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously JMLR 2019