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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Practising responsibility: Ethics in NLP as a hands-on course EACL 2026
Do Large Language Models Adapt to Language Variation across Socioeconomic Status? EACL 2026
Bot Meets Shortcut: How Can LLMs Aid in Handling Unknown Invariance OOD Scenarios? AAAI 2026
Fair Facial Attribute Recognition via Group-Decoupled Vision Transformer with Mask-Guided Correlation Suppression AAAI 2026
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement AAAI 2026
Compositional Attribute Imbalance in Vision Datasets AAAI 2026
Greedily Maximizing Ex-Ante Fairness AAAI 2026
Revisiting Fairness-aware Interactive Recommendation: Item Lifecycle as a Control Knob AAAI 2026
Fairness and Stability for Shared Resource Allocation Problems AAAI 2026
Designing Truthful Mechanisms for Asymptotic Fair Division AAAI 2026
Minimizing Inequity in Facility Location Games AAAI 2026
Fair Societies: Algorithms for House Allocations AAAI 2026
Non-Monotonicity in Fair Division of Graphs AAAI 2026
Fair and Efficient Balanced Allocation for Indivisible Goods AAAI 2026
EFX Allocation in (Multi)Hypergraphs AAAI 2026
Fairness in Repeated Matching: A Maximin Perspective AAAI 2026
Position Fair Mechanisms Allocating Indivisible Goods AAAI 2026
Group Fair Matchings Using Convex Cost Functions AAAI 2026
Fairness in the Multi-Secretary Problem AAAI 2026
Online Fair Allocations with Binary Valuations and Beyond AAAI 2026
Inequality in the Age of Pseudonymity AAAI 2026
Argumentative Debates for Transparent Bias Detection AAAI 2026
Matrix Editing Meets Fair Clustering: Parameterized Algorithms and Complexity AAAI 2026
ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias AAAI 2026
Revisiting (Un)Fairness in Recourse by Minimizing Worst-Case Social Burden AAAI 2026