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Fairness

3337 directly classified papers

Papers per year

Papers

Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024
Artificial Intelligence in the CS2023 Undergraduate Computer Science Curriculum: Rationale and Challenges AAAI 2024
Generating Diagnostic and Actionable Explanations for Fair Graph Neural Networks AAAI 2024
Transforming Healthcare: A Comprehensive Approach to Mitigating Bias and Fostering Empathy through AI-Driven Augmented Reality AAAI 2024
Disagreeable, Slovenly, Honest and Un-named Women? Investigating Gender Bias in English Educational Resources by Extending Existing Gender Bias Taxonomies ACL 2024
An Explainable Approach to Understanding Gender Stereotype Text ACL 2024
Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024
Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model Performance and Annotation Cost COLING 2024
Performant ASR Models for Medical Entities in Accented Speech INTERSPEECH 2024
Social Bias Probing: Fairness Benchmarking for Language Models EMNLP 2024
What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study EMNLP 2024
From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space AAAI 2024
Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models ACL 2024
Towards measuring fairness in speech recognition: Fair-Speech dataset INTERSPEECH 2024
Quality-Diversity Generative Sampling for Learning with Synthetic Data AAAI 2024
Sociodemographic Bias in Language Models: A Survey and Forward Path ACL 2024
Building Bridges: A Dataset for Evaluating Gender-Fair Machine Translation into German ACL 2024
Studying Reactions to Stereotypes in Teenagers: an Annotated Italian Dataset COLING 2024
FairWASP: Fast and Optimal Fair Wasserstein Pre-processing AAAI 2024
HateModerate: Testing Hate Speech Detectors against Content Moderation Policies NAACL 2024
Parameterized Approximation Schemes for Fair-Range Clustering NIPS 2024
SafeAR: Safe Algorithmic Recourse by Risk-Aware Policies AAAI 2024
Group Fairness in Multilingual Speech Recognition Models NAACL 2024
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints AAAI 2024
The FIGNEWS Shared Task on News Media Narratives ACL 2024