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sample design

2 papers

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Co-occurring keywords · papers mentioning both

blue noise sampling (1) fine-tuning sample (1) pair correlation function (1) sample design engineering (1) poisson disk sampling (1) statistical mechanics (1) generalization gap (1) spectral analysis (1) structured output (1) machine learning (1)

Papers

Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs EMNLP 2024 A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning NeurIPS 2020