2 papers
cs.CL2025
Memorization: A Close Look at Books
Iris Ma, Ian Domingo, Alberto Krone-Martins +2
To what extent can entire books be extracted from LLMs? Using the Llama 3 70B family of models, and the "prefix-prompting" extraction technique, we were able to auto-regressively r…
cs.NE2024
A Theory of Synaptic Neural Balance: From Local to Global Order
Pierre Baldi, Antonios Alexos, Ian Domingo +1
We develop a general theory of synaptic neural balance and how it can emerge or be enforced in neural networks. For a given regularizer, a neuron is said to be in balance if the to…