label noise detection

14 papers

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Also known as

LND

Co-occurring keywords

noisy label learning (161) label noise (496) noisy label (321) semi-supervised learning (2331) training dynamics (113) data cleaning (30) margin ranking (2) contrastive learning (3979) adversarial learning (1592) neural network training (309)

Papers

Noisy Label Calibration for Multi-View Classification AAAI 2025

Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition EMNLP 2025

NoiseGPT: Label Noise Detection and Rectification through Probability Curvature NIPS 2024

Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data NIPS 2023

Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos AAAI 2023

Attack Can Benefit: An Adversarial Approach to Recognizing Facial Expressions under Noisy Annotations AAAI 2023

Detecting Corrupted Labels Without Training a Model to Predict ICML 2022

Detecting Label Errors by Using Pre-Trained Language Models EMNLP 2022

Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective NIPS 2022

FINE Samples for Learning with Noisy Labels NIPS 2021

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics EMNLP 2020

Label Noise in Context ACL 2020

Identifying Mislabeled Data using the Area Under the Margin Ranking NIPS 2020

Iterative Learning With Open-Set Noisy Labels CVPR 2018