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2407.19262
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Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications
27 July 2024
Till Speicher
Mohammad Aflah Khan
Qinyuan Wu
Vedant Nanda
Soumi Das
Bishwamittra Ghosh
Krishna P. Gummadi
Evimaria Terzi
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Papers citing
"Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications"
3 / 3 papers shown
Title
How BPE Affects Memorization in Transformers
Eugene Kharitonov
Marco Baroni
Dieuwke Hupkes
161
31
0
06 Oct 2021
Extracting Training Data from Large Language Models
Nicholas Carlini
Florian Tramèr
Eric Wallace
Matthew Jagielski
Ariel Herbert-Voss
...
Tom B. Brown
D. Song
Ulfar Erlingsson
Alina Oprea
Colin Raffel
MLAU
SILM
267
1,798
0
14 Dec 2020
Language Models as Knowledge Bases?
Fabio Petroni
Tim Rocktaschel
Patrick Lewis
A. Bakhtin
Yuxiang Wu
Alexander H. Miller
Sebastian Riedel
KELM
AI4MH
396
2,576
0
03 Sep 2019
1