conftrace_

dataset difficulty

8 papers

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Co-occurring keywords · papers mentioning both

natural language inference (2) benchmark evaluation (2) learning curve extrapolation (1) text pair classification (1) lexical overlap (1) parser evaluation (1) test set evaluation (1) dataset characterization (1) progressive sharpening (1) class similarity (1)

Papers

Few-Class Arena: A Benchmark for Efficient Selection of Vision Models and Dataset Difficulty Measurement ICLR 2025 Understanding Sharpness Dynamics in NN Training with a Minimalist Example: The Effects of Dataset Difficulty, Depth, Stochasticity, and More ICML 2025 How Hard is this Test Set? NLI Characterization by Exploiting Training Dynamics EMNLP 2024 How hard are computer vision datasets? Calibrating dataset difficulty to viewing time NeurIPS 2023 Investigating UD Treebanks via Dataset Difficulty Measures EACL 2023 Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View EMNLP 2023 Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets ACL 2019 TAPAS: Train-Less Accuracy Predictor for Architecture Search AAAI 2019