conftrace_

dataset selection

9 papers

Explore in graph

Co-occurring keywords · papers mentioning both

dataset evaluation (2) text classification (2) benchmark evaluation (2) dataset discrimination (1) surrogate dataset (1) synthetic imagery (1) hierarchical grouping (1) neural scaling law (1) benchmark analysis (1) dataset property (1)

Papers

Hierarchical Dataset Selection for High-Quality Data Sharing AAAI 2026 Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine AAAI 2025 Collaborative Prediction: To Join or To Disjoin Datasets UAI 2025 Small-to-Large Generalization: Training Data Influences Models Consistently Across Scale ICLR 2025 What Makes a Good Dataset for Knowledge Distillation? CVPR 2025 DsDm: Model-Aware Dataset Selection with Datamodels ICML 2024 Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification NAACL 2022 Beyond neural scaling laws: beating power law scaling via data pruning NeurIPS 2022 Hate Speech Criteria: A Modular Approach to Task-Specific Hate Speech Definitions NAACL 2022