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Fairness

1139 directly classified papers

Papers per year

Papers

A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection EMNLP 2023

Fair Text Classification with Wasserstein Independence EMNLP 2023

Hiding in Plain Sight: Tweets with Hate Speech Masked by Homoglyphs EMNLP 2023

“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters EMNLP 2023

Women Wearing Lipstick: Measuring the Bias Between an Object and Its Related Gender EMNLP 2023

Statistically Profiling Biases in Natural Language Reasoning Datasets and Models EMNLP 2023

Bias Mimicking: A Simple Sampling Approach for Bias Mitigation CVPR 2023

Into the LAION’s Den: Investigating Hate in Multimodal Datasets NIPS 2023

Fair Generative Models via Transfer Learning AAAI 2023

Fairness Concepts for Indivisible Items with Externalities AAAI 2023

Proportionality in Approval-Based Participatory Budgeting AAAI 2023

Fair Division with Prioritized Agents AAAI 2023

Probably Approximate Shapley Fairness with Applications in Machine Learning AAAI 2023

Local Justice and Machine Learning: Modeling and Inferring Dynamic Ethical Preferences toward Allocations AAAI 2023

Moral Machine or Tyranny of the Majority? AAAI 2023

Fairness and Welfare Quantification for Regret in Multi-Armed Bandits AAAI 2023

CertiFair: A Framework for Certified Global Fairness of Neural Networks AAAI 2023

Social Bias Meets Data Bias: The Impacts of Labeling and Measurement Errors on Fairness Criteria AAAI 2023

Provable Detection of Propagating Sampling Bias in Prediction Models AAAI 2023

ADEPT: A DEbiasing PrompT Framework AAAI 2023

Combining Adversaries with Anti-adversaries in Training AAAI 2023

Correct for Whom? Subjectivity and the Evaluation of Personalized Image Aesthetics Assessment Models AAAI 2023

Improvement-Focused Causal Recourse (ICR) AAAI 2023

On the Cost of Demographic Parity in Influence Maximization AAAI 2023

Improving Fairness in Information Exposure by Adding Links AAAI 2023