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Fairness

3337 directly classified papers

Papers per year

Papers

Conceptor-Aided Debiasing of Large Language Models EMNLP 2023
Revisiting Pathologies of Neural Models under Input Reduction ACL 2023
Resources for Automated Identification of Online Gender-Based Violence: A Systematic Review ACL 2023
Proportionality in Approval-Based Participatory Budgeting AAAI 2023
Fair Division with Prioritized Agents AAAI 2023
DeepGemini: Verifying Dependency Fairness for Deep Neural Network AAAI 2023
The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications AAAI 2023
FACTS: First Amplify Correlations and Then Slice to Discover Bias ICCV 2023
Data-Efficient Image Quality Assessment with Attention-Panel Decoder AAAI 2023
Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation ICCV 2023
Learning to Generate an Unbiased Scene Graph by Using Attribute-Guided Predicate Features AAAI 2023
Equity Promotion in Public Transportation AAAI 2023
Explaining Model Confidence Using Counterfactuals AAAI 2023
Accurate Fairness: Improving Individual Fairness without Trading Accuracy AAAI 2023
Fairness and Explainability: Bridging the Gap towards Fair Model Explanations AAAI 2023
Censored Fairness through Awareness AAAI 2023
AI for Equitable, Data-Driven Decisions in Public Health AAAI 2023
Being Right for Whose Right Reasons? ACL 2023
Counterfactual Fairness Is Basically Demographic Parity AAAI 2023
Gender Biases in Automatic Evaluation Metrics for Image Captioning EMNLP 2023
FairFed: Enabling Group Fairness in Federated Learning AAAI 2023
A Crowd-AI Collaborative Duo Relational Graph Learning Framework towards Social Impact Aware Photo Classification AAAI 2023
Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers EMNLP 2023
A Causal Framework for Decomposing Spurious Variations NIPS 2023
Robust Concept Erasure via Kernelized Rate-Distortion Maximization NIPS 2023