2 papers
cs.LG2025
Do Unlearning Methods Remove Information from Language Model Weights?
Aghyad Deeb, Fabien Roger
Large Language Models' knowledge of how to perform cyber-security attacks, create bioweapons, and manipulate humans poses risks of misuse. Previous work has proposed methods to unl…
cs.CL2024
ComplexityNet: Increasing LLM Inference Efficiency by Learning Task Complexity
Henry Bae, Aghyad Deeb, Alex Fleury +1
We present ComplexityNet, a streamlined language model designed for assessing task complexity. This model predicts the likelihood of accurate output by various language models, eac…