2 papers
cs.LG2026
Where's the Plan? Locating Latent Planning in Language Models with Lightweight Mechanistic Interventions
Nicole Ma, Nick Rui
We study planning site formation in language models -- where internal representations of structurally-constrained future tokens form during the forward pass, and whether they causa…
cs.LG2026
Test-Time Meta-Adaptation with Self-Synthesis
Zeyneb N. Kaya, Nick Rui
As strong general reasoners, large language models (LLMs) encounter diverse domains and tasks, where the ability to adapt and self-improve at test time is valuable. We introduce MA…