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Fairness

3337 directly classified papers

Papers per year

Papers

Do PLMs and Annotators Share the Same Gender Bias? Definition, Dataset, and Framework of Contextualized Gender Bias ACL 2024
Preserving Fairness Generalization in Deepfake Detection CVPR 2024
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections NIPS 2024
Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It CVPR 2024
Perceptions of Language Technology Failures from South Asian English Speakers ACL 2024
Discovering and Mitigating Visual Biases through Keyword Explanation CVPR 2024
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness ACL 2024
SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples CVPR 2024
Pro-Woman, Anti-Man? Identifying Gender Bias in Stance Detection ACL 2024
An Explainable Approach to Understanding Gender Stereotype Text ACL 2024
Benchmark Data Repositories for Better Benchmarking NIPS 2024
What Sketch Explainability Really Means for Downstream Tasks? CVPR 2024
Likelihood-based Mitigation of Evaluation Bias in Large Language Models ACL 2024
Bias in News Summarization: Measures, Pitfalls and Corpora ACL 2024
We Don’t Talk About That: Case Studies on Intersectional Analysis of Social Bias in Large Language Models ACL 2024
Sociocultural Considerations in Monitoring Anti-LGBTQ+ Content on Social Media ACL 2024
Fair-VPT: Fair Visual Prompt Tuning for Image Classification CVPR 2024
DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations CVPR 2024
Fairness with Censorship: Bridging the Gap between Fairness Research and Real-World Deployment AAAI 2024
Fairness-Aware Meta-Learning via Nash Bargaining NIPS 2024
Causal-Guided Active Learning for Debiasing Large Language Models ACL 2024
Topic Bias in Emotion Classification EACL 2024
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models ACL 2024
Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender? ACL 2024
Context-aware Adversarial Attack on Named Entity Recognition EACL 2024