Fairness

Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps EMNLP 2024 Uncertainty Matters: Stable Conclusions under Unstable Assessment of Fairness Results AISTATS 2024 Uncovering Stereotypes in Large Language Models: A Task Complexity-based Approach EACL 2024 Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution AAAI 2024 Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis EACL 2024 Understanding Bias in Large-Scale Visual Datasets NeurIPS 2024 Understanding “Democratization” in NLP and ML Research EMNLP 2024 Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization NAACL 2024 Understanding the Impacts of Language Technologies’ Performance Disparities on African American Language Speakers ACL 2024 Unified Concept Editing in Diffusion Models WACV 2024 Unintended Bias Detection and Mitigation in Misogynous Memes EACL 2024 Unintended Impacts of LLM Alignment on Global Representation ACL 2024 Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024 UnMASKed: Quantifying Gender Biases in Masked Language Models through Linguistically Informed Job Market Prompts EACL 2024 Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of Health IJCAI 2024 Unpacking Bias: An Empirical Study of Bias Measurement Metrics, Mitigation Algorithms, and Their Interactions COLING 2024 Unprocessing Seven Years of Algorithmic Fairness ICLR 2024 Unveiling Biases while Embracing Sustainability: Assessing the Dual Challenges of Automatic Speech Recognition Systems Interspeech 2024 Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models NeurIPS 2024 Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and Generalizability AAAI 2024 Uot1 at FIGNEWS 2024 Shared Task: Labeling News Bias ACL 2024 UP5: Unbiased Foundation Model for Fairness-aware Recommendation EACL 2024 User-Creator Feature Polarization in Recommender Systems with Dual Influence NeurIPS 2024 User-item fairness tradeoffs in recommendations NeurIPS 2024 Using Early Readouts To Mediate Featural Bias in Distillation WACV 2024