conftrace_

dataset contamination

4 papers

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Co-occurring keywords

large language model (13587) grade school arithmetic (1) overfitting detection (11) data contamination (69) neuron activation (28) pretraining data detection (5) pre-training data detection (6) copyright detection (6) copyrighted material (1) overfitting analysis (2)

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 NIPS 2024
Black-Box k-to-1-PCA Reductions: Theory and Applications COLT 2024
Will Large-scale Generative Models Corrupt Future Datasets? ICCV 2023