conftrace_

algorithmic bia

44 papers

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Co-occurring keywords

algorithmic fairness (284) large language model (13587) gender bia (435) racial bia (58) group fairness (158) responsible ai (182) bias detection (419) fairness evaluation (118) recommendation system (294) text classification (6793)

Papers

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