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Fairness

1139 directly classified papers

Papers per year

Papers

Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions NIPS 2024

Monoculture in Matching Markets NIPS 2024

Fair and Welfare-Efficient Constrained Multi-Matchings under Uncertainty NIPS 2024

Mitigating Spurious Correlations via Disagreement Probability NIPS 2024

Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections NIPS 2024

CulturePark: Boosting Cross-cultural Understanding in Large Language Models NIPS 2024

BendVLM: Test-Time Debiasing of Vision-Language Embeddings NIPS 2024

Likelihood-based Mitigation of Evaluation Bias in Large Language Models ACL 2024

Fairness without Harm: An Influence-Guided Active Sampling Approach NIPS 2024

Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study NIPS 2024

Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation NIPS 2024

A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective NIPS 2024

Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models NIPS 2024

When is Multicalibration Post-Processing Necessary? NIPS 2024

Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties AAAI 2024

Mind the Graph When Balancing Data for Fairness or Robustness NIPS 2024

LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models NIPS 2024

Beyond Aesthetics: Cultural Competence in Text-to-Image Models NIPS 2024

Manipulation-Robust Selection of Citizens’ Assemblies AAAI 2024

FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization AAAI 2024

Proportional Aggregation of Preferences for Sequential Decision Making AAAI 2024

“Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs EMNLP 2024

SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection SEMEVAL 2024

The Fairness Fair: Bringing Human Perception into Collective Decision-Making AAAI 2024

Enhancing Intrinsic Features for Debiasing via Investigating Class-Discerning Common Attributes in Bias-Contrastive Pair CVPR 2024