conftrace_

bias mitigation

500 papers

Explore in graph

Co-occurring keywords

large language model (13587) gender bia (435) language model (4599) social bia (210) text classification (6793) algorithmic fairness (284) causal inference (1630) spurious correlation (279) bias detection (419) representation learning (6206)

Papers

Observations and Remedies for Large Language Model Bias in Self-Consuming Performative Loop ACL 2026
Mitigating Self-Preference by Authorship Obfuscation AAAI 2026
The Silent Amplifier: In-Context Examples Fuel Bias in Large Language Models AAAI 2026
Selective Test-Time Debiasing for CLIP via Reward Gating ACL 2026
Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society ACL 2026
When Equal Isn’t Fair: Mitigating Over-Normalization in Large Language Models (Student Abstract) AAAI 2026
Easy to Learn, Yet Hard to Forget: Towards Robust Unlearning Under Bias AAAI 2026
GeWu: A Culturally-Grounded Chinese Benchmark for Multi-Stage Social Bias Evaluation in Large Language Models AAAI 2026
The Illusion of Fairness: Auditing Fairness Interventions in Algorithmic Hiring with Audit Studies AAAI 2026
Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding ACL 2026
Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation ACL 2026
Evaluating the Impact of Medical Image Reconstruction on Downstream AI Fairness and Performance MIDL 2026
Learning from Emptiness: De-biasing Listwise Rerankers with Content-Agnostic Probability Calibration ACL 2026
InsideOut: Measuring and Mitigating Insider–Outsider Bias in Interview Script Generation ACL 2026
Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs EACL 2026
Fair Facial Attribute Recognition via Group-Decoupled Vision Transformer with Mask-Guided Correlation Suppression AAAI 2026
How Bias Binds: Measuring Hidden Associations for Bias Control in Text-to-Image Compositions AAAI 2026
HAMLET4Fairness: Enhancing Fairness in AI Pipelines Through Human-Centered AutoML and Argumentation AAAI 2026
Identifying Features Associated with Bias Against 93 Stigmatized Groups in Language Models and Guardrail Model Safety Mitigation AAAI 2026
Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds IJCAI 2025
Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention ICCV 2025
Gender Encoding Patterns in Pretrained Language Model Representations NAACL 2025
Biased LLMs can Influence Political Decision-Making ACL 2025
Mitigating Selection Bias with Node Pruning and Auxiliary Options ACL 2025