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Uncovering Latent Memories: Assessing Data Leakage and Memorization Patterns in Frontier AI Models
20 June 2024
Sunny Duan
Mikail Khona
Abhiram Iyer
Rylan Schaeffer
Ila R Fiete
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Papers citing
"Uncovering Latent Memories: Assessing Data Leakage and Memorization Patterns in Frontier AI Models"
4 / 4 papers shown
Preference Leakage: A Contamination Problem in LLM-as-a-judge
Dawei Li
Renliang Sun
Yue Huang
Ming Zhong
Bohan Jiang
Jiawei Han
Wei Wei
Wei Wang
Huan Liu
732
99
0
03 Feb 2025
Undesirable Memorization in Large Language Models: A Survey
Ali Satvaty
Suzan Verberne
Fatih Turkmen
ELM
PILM
720
28
0
03 Oct 2024
Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs
Aly M. Kassem
Omar Mahmoud
Niloofar Mireshghallah
Hyunwoo J. Kim
Yulia Tsvetkov
Yejin Choi
Sherif Saad
Santu Rana
503
38
0
05 Mar 2024
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation
Neural Information Processing Systems (NeurIPS), 2020
Vitaly Feldman
Chiyuan Zhang
TDI
720
602
0
09 Aug 2020
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