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Fairness

3337 directly classified papers

Papers per year

Papers

Label Convergence: Defining an Upper Performance Bound in Object Recognition through Contradictory Annotations WACV 2025
Style Over Substance: Evaluation Biases for Large Language Models COLING 2025
Bias Detection in Media: Traditional Models vs. Transformers in Analyzing Social Media Coverage of the Israeli-Gaza Conflict COLING 2025
Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025
From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025
GENDEROUS: Machine Translation and Cross-Linguistic Evaluation of a Gender-Ambiguous Dataset ACL 2025
ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models ACL 2025
Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions ICCV 2025
Toward Fair and Accurate Cross-Domain Medical Image Segmentation: A VLM-Driven Active Domain Adaptation Paradigm ICCV 2025
Gender Representation Bias Analysis in LLM-Generated Czech and Slovenian Texts ACL 2025
Red-Teaming for Uncovering Societal Bias in Large Language Models ACL 2025
ARGENT: Automatic Reference-free Evaluation for Open-Ended Text Generation without Source Inputs ACL 2025
Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025
JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025
FALCON: Fair Face Recognition via Local Optimal Feature Normalization WACV 2025
AI Governance and Lessons Learned as an AI Policy Advisor in the United States Senate AAAI 2025
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification WACV 2025
Decoding Fatphobia: Examining Anti-Fat and Pro-Thin Bias in AI-Generated Images NAACL 2025
MAVias: Mitigate any Visual Bias ICCV 2025
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs ACL 2025
Do Prevalent Bias Metrics Capture Allocational Harms from LLMs? NAACL 2025
A Rapid Test for Accuracy and Bias of Face Recognition Technology WACV 2025
GenWriter: Reducing Gender Cues in Biographies through Text Rewriting ACL 2025
Towards Region-aware Bias Evaluation Metrics NAACL 2025
AI Toolkit: Libraries and Essays for Exploring the Technology and Ethics Behind AI AAAI 2025