conftrace_

dataset contamination

4 papers

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Co-occurring keywords · papers mentioning both

large language model (2) grade school arithmetic (1) overfitting detection (1) data contamination (1) neuron activation (1) pretraining data detection (1) copyright detection (1) copyrighted material (1) overfitting analysis (1) k-principal component analysis (1)

Papers

Identifying Pre-training Data in LLMs: A Neuron Activation-Based Detection Framework EMNLP 2025 A Careful Examination of Large Language Model Performance on Grade School Arithmetic NeurIPS 2024 Black-Box k-to-1-PCA Reductions: Theory and Applications COLT 2024 Will Large-scale Generative Models Corrupt Future Datasets? ICCV 2023