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Fairness

1139 directly classified papers

Papers per year

Papers

FairRR: Pre-Processing for Group Fairness through Randomized Response AISTATS 2024

The Risks of Recourse in Binary Classification AISTATS 2024

The Fairness Fair: Bringing Human Perception into Collective Decision-Making AAAI 2024

SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes ACL 2024

Fair and Optimal Prediction via Post-Processing AAAI 2024

Fairness with Censorship: Bridging the Gap between Fairness Research and Real-World Deployment AAAI 2024

GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction ACL 2024

Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision AAAI 2024

Identifying, Mitigating, and Anticipating Bias in Algorithmic Decisions AAAI 2024

Interactive Human-Centric Bias Mitigation AAAI 2024

Whose Emotions and Moral Sentiments do Language Models Reflect? ACL 2024

Prompting Fairness: Learning Prompts for Debiasing Large Language Models EACL 2024

ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs EACL 2024

Classist Tools: Social Class Correlates with Performance in NLP ACL 2024

The Balancing Act: Unmasking and Alleviating ASR Biases in Portuguese EACL 2024

Beyond the Surface: Spurious Cues in Automatic Media Bias Detection EACL 2024

A Dataset for the Detection of Dehumanizing Language EACL 2024

LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels IJCAI 2024

Algorithmic Fairness in Distribution of Resources and Tasks IJCAI 2024

Sociocultural knowledge is needed for selection of shots in hate speech detection tasks EACL 2024

Referee-Meta-Learning for Fast Adaptation of Locational Fairness AAAI 2024

Long-Term Fair Decision Making through Deep Generative Models AAAI 2024

Improving Fairness Using Vision-Language Driven Image Augmentation WACV 2024

Generating Diagnostic and Actionable Explanations for Fair Graph Neural Networks AAAI 2024

Providing Fair Recourse over Plausible Groups AAAI 2024