annotation noise

SoliReward: Mitigating Susceptibility to Reward Hacking and Annotation Noise in Video Generation Reward Models CVPR 2026 Adaptive Deep Learning from Crowds IJCAI 2025 Noise-Aware Evaluation of Object Detectors WACV 2025 FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise AAAI 2024 Is a picture of a bird a bird? A mixed-methods approach to understanding diverse human perspectives and ambiguity in machine vision models COLING 2024 Addressing NER Annotation Noises with Uncertainty-Guided Tree-Structured CRFs EMNLP 2023 CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset EMNLP 2023 Comparative evaluation of boundary-relaxed annotation for Entity Linking performance ACL 2023 NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing ACL 2023 SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition ACL 2023 Learning from Crowds by Modeling Common Confusions AAAI 2021 Asking the Right Questions to the Right Users: Active Learning with Imperfect Oracles AAAI 2020 Modeling Noisy Annotations for Crowd Counting NeurIPS 2020 Soft Facial Landmark Detection by Label Distribution Learning AAAI 2019 Detecting annotation noise in automatically labelled data ACL 2017 How Far Are We From Solving Pedestrian Detection? CVPR 2016 Aggregating Ordinal Labels from Crowds by Minimax Conditional Entropy ICML 2014