conftrace_

label error detection

5 papers

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Co-occurring keywords

large language model (13587) data quality (130) data cleaning (31) near duplicate detection (1) pretrained language model (1030) annotation quality (109) model performance (59) dataset quality (24) nlp benchmark (18) crowdsourced dataset (14)

Papers

Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance EMNLP 2025
amc: The Automated Mission Classifier for Telescope Bibliographies AACL 2025
Intrinsic Self-Supervision for Data Quality Audits NIPS 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