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Fairness

3337 directly classified papers

Papers per year

Papers

SciHallu: A Multi-Granularity Hallucination Detection Dataset for Scientific Writing IJCNLP 2025
Efficient Counterexample-Guided Fairness Verification and Repair of Neural Networks Using Satisfiability Modulo Convex Programming IJCAI 2025
Political Bias Prediction Models Focus on Source Cues, Not Semantics AAAI 2025
Debiasing Static Embeddings for Hate Speech Detection ACL 2025
Causal Explanation of Quality of Parent-Child Interactions with Multimodal Behavioral Features (Student Abstract) AAAI 2025
Alleviating Dual Biases in Recommendation (Student Abstract) AAAI 2025
FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025
Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection NAACL 2025
My LLM might Mimic AAE - But When Should It? NAACL 2025
Joint Scoring Rules: Competition Between Agents Avoids Performative Prediction AAAI 2025
Searching for Unfairness in Algorithms’ Outputs: Novel Tests and Insights AAAI 2025
Trustworthy AI Meets Educational Assessment: Challenges and Opportunities AAAI 2025
EvalAssist: LLM-as-a-Judge Simplified AAAI 2025
AI Governance and Lessons Learned as an AI Policy Advisor in the United States Senate AAAI 2025
AI Toolkit: Libraries and Essays for Exploring the Technology and Ethics Behind AI AAAI 2025
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration NAACL 2025
Inference-Time Selective Debiasing to Enhance Fairness in Text Classification Models NAACL 2025
Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025
LDPose: Towards Inclusive Human Pose Estimation for Limb-Deficient Individuals in the Wild ICCV 2025
Recommender Systems for Democracy: Toward Adversarial Robustness in Voting Advice Applications IJCAI 2025
Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of LLMs ACL 2025
Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs NAACL 2025
FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering ACL 2025
Repeated Fair Allocation of Indivisible Items AAAI 2024