conftrace_

dataset characterization

3 papers

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Co-occurring keywords · papers mentioning both

training dynamics (2) test set evaluation (1) data quality assessment (1) test set characterization (1) informativeness sampling (1) dataset diagnosis (1) dataset difficulty (1) model confidence (1) sampling method (1) data pruning (1)

Papers

How Hard is this Test Set? NLI Characterization by Exploiting Training Dynamics EMNLP 2024 infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information ACL 2023 Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics EMNLP 2020