2 papers
cs.LG2024
The Propensity for Density in Feed-forward Models
Nandi Schoots, Alex Jackson, Ali Kholmovaia +2
Does the process of training a neural network to solve a task tend to use all of the available weights even when the task could be solved with fewer weights? To address this questi…
cs.CL2024
Evaluating Language Model Character Traits
Francis Rhys Ward, Zejia Yang, Alex Jackson +7
Language models (LMs) can exhibit human-like behaviour, but it is unclear how to describe this behaviour without undue anthropomorphism. We formalise a behaviourist view of LM char…