algorithmic bia

Bias In, Bias Out? Finding Unbiased Subnetworks in Vanilla Models CVPR 2026 Conversational AI for Social Good (CAI4SG): An Overview of Emerging Trends, Applications, and Challenges AAAI 2026 ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias AAAI 2026 Quantifying the Potential to Escape Filter Bubbles: A Behavior-Aware Measure via Contrastive Simulation AAAI 2026 Digital Gatekeepers: Google’s Role in Curating Hashtags and Subreddits ACL 2025 Fair Training with Zero Inputs AAAI 2025 Name of Thrones: How Do LLMs Rank Student Names in Status Hierarchies Based on Race and Gender? ACL 2025 Stereotype or Personalization? User Identity Biases Chatbot Recommendations ACL 2025 The Impact of Name Age Perception on Job Recommendations in LLMs ACL 2025 Why AI Is WEIRD and Shouldn't Be This Way: Towards AI for Everyone, with Everyone, by Everyone AAAI 2025 Adventures of Trustworthy Vision-Language Models: A Survey AAAI 2024 BendVLM: Test-Time Debiasing of Vision-Language Embeddings NeurIPS 2024 Can Language Models Guess Your Identity? Analyzing Demographic Biases in AI Essay Scoring NAACL 2024 Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender? ACL 2024 Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers NAACL 2024 EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning IJCAI 2024 Fairness in Automated Essay Scoring: A Comparative Analysis of Algorithms on German Learner Essays from Secondary Education NAACL 2024 Identifying, Mitigating, and Anticipating Bias in Algorithmic Decisions AAAI 2024 Linking Convolutional Kernel Size to Generalization Bias in Face Analysis CNNs WACV 2024 Performative Ethics From Within the Ivory Tower: How CSPractitioners Uphold Systems of Oppression (Abstract Reprint) IJCAI 2024 “You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations EMNLP 2024 Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation ICCV 2023 Beyond the AI hype: Balancing Innovation and Social Responsibility Interspeech 2023 Bias On Demand: Investigating Bias with a Synthetic Data Generator IJCAI 2023 Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes NeurIPS 2023