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Fairness

3337 directly classified papers

Papers per year

Papers

The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing ACL 2025
Is this Chatbot Trying to Sell Something? Towards Oversight of Chatbot Sales Tactics EMNLP 2025
Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation ACL 2025
Trustworthy Medical Question Answering: An Evaluation-Centric Survey EMNLP 2025
GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns ACL 2025
Fair Training with Zero Inputs AAAI 2025
Assessing Gender Bias of Pretrained Bangla Language Models in STEM and SHAPE Fields ACL 2025
Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs ACL 2025
Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain ACL 2025
All That Glitters is Not Novel: Plagiarism in AI Generated Research ACL 2025
From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text EMNLP 2025
Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ? EMNLP 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
Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains WACV 2025
Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions ICCV 2025
GENDER1PERSON: Test Suite for Estimating Gender Bias of First-person Singular Forms EMNLP 2025
Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025
Unsupervised Concept Vector Extraction for Bias Control in LLMs EMNLP 2025
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025
Social Bias in Popular Question-Answering Benchmarks AACL 2025
“The dentist is an involved parent, the bartender is not”: Revealing Implicit Biases in QA with Implicit BBQ IJCNLP 2025
What the #?*!: Disentangling Hate Across Target Identities NAACL 2025
FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025
Robust Logit Adjustment for Learning with Long-Tailed Noisy Data AAAI 2025