"model memorization" Papers

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Data Mixing Can Induce Phase Transitions in Knowledge Acquisition

Xinran Gu, Kaifeng Lyu, Jiazheng Li et al.

NEURIPS 2025spotlightarXiv:2505.18091
2
citations

LOMIA: Label-Only Membership Inference Attacks against Pre-trained Large Vision-Language Models

Yihao LIU, Xinqi Lyu, Dong Wang et al.

NEURIPS 2025

Pretraining on the Test Set Is No Longer All You Need: A Debate-Driven Approach to QA Benchmarks

Linbo Cao, Jinman Zhao

COLM 2025paperarXiv:2507.17747
3
citations

LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time

Sensitive Test Construction - Yucheng Li, Frank Guerin, Chenghua Lin

AAAI 2024paperarXiv:2312.12343
54
citations