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label error detection

5 papers

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Co-occurring keywords · papers mentioning both

large language model (2) data quality (2) annotation quality (1) model performance (1) dataset quality (1) nlp benchmark (1) crowdsourced dataset (1) bibliographic classification (1) near-duplicate detection (1) out-of-sample evaluation (1)

Papers

amc: The Automated Mission Classifier for Telescope Bibliographies AACL 2025 Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance EMNLP 2025 Intrinsic Self-Supervision for Data Quality Audits NeurIPS 2024 Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty Quantification WACV 2023 Detecting Label Errors by Using Pre-Trained Language Models EMNLP 2022