performance disparity

Are All Marine Species Created Equal? Performance Disparities in Underwater Object Detection WACV 2026 Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution AAAI 2025 Fairness Beyond Performance: Revealing Reliability Disparities Across Groups in Legal NLP ACL 2025 J-j-j-just Stutter: Benchmarking Whisper's Performance Disparities on Different Stuttering Patterns Interspeech 2025 No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data ICLR 2025 One Size Fits None: Rethinking Fairness in Medical AI ACL 2025 Uncovering Cultural Representation Disparities in Vision-Language Models IJCNLP 2025 Building Socially-Equitable Public Models ICML 2024 DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages ACL 2024 Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users CVPR 2024 Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation NAACL 2024 Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps EMNLP 2024 Understanding the Impacts of Language Technologies’ Performance Disparities on African American Language Speakers ACL 2024 WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks? ICML 2024 A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems EMNLP 2023 Bridging the Digital Divide: Performance Variation across Socio-Economic Factors in Vision-Language Models EMNLP 2023 Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes NeurIPS 2023 Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations NeurIPS 2023 Performance Disparities between Accents in Automatic Speech Recognition (Student Abstract) AAAI 2023 An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups NAACL 2022 Estimating Structural Disparities for Face Models CVPR 2022 Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities Interspeech 2022 Sociolectal Analysis of Pretrained Language Models EMNLP 2021 An annotated dataset of literary entities NAACL 2019