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Fairness

1139 directly classified papers

Papers per year

Papers

FAIRER: Fairness as Decision Rationale Alignment ICML 2023

Learning Antidote Data to Individual Unfairness ICML 2023

Superhuman Fairness ICML 2023

The Statistical Scope of Multicalibration ICML 2023

Improving Fair Training under Correlation Shifts ICML 2023

Whose Opinions Do Language Models Reflect? ICML 2023

Provably Invariant Learning without Domain Information ICML 2023

Discover and Cure: Concept-aware Mitigation of Spurious Correlation ICML 2023

Can a Prediction’s Rank Offer a More Accurate Quantification of Bias? A Case Study Measuring Sexism in Debiased Language Models IJCNLP 2023

Invariant Feature Regularization for Fair Face Recognition ICCV 2023

DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models ICCV 2023

Exploring Sources of Racial Bias in Automatic Speech Recognition through the Lens of Rhythmic Variation INTERSPEECH 2023

FedABC: Targeting Fair Competition in Personalized Federated Learning AAAI 2023

Literacy and STEM Teachers Adapt AI Ethics Curriculum AAAI 2023

Online Platforms and the Fair Exposure Problem under Homophily AAAI 2023

Everyone’s Voice Matters: Quantifying Annotation Disagreement Using Demographic Information AAAI 2023

Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023

The Many Faces of Adversarial Machine Learning AAAI 2023

Hey, Siri! Why Are You Biased against Women? (Student Abstract) AAAI 2023

Performance Disparities between Accents in Automatic Speech Recognition (Student Abstract) AAAI 2023

Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children’s Fairy Tales ACL 2023

SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models ACL 2023

CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models ACL 2023

Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation ACL 2023

Characterization of Stigmatizing Language in Medical Records ACL 2023