Similarity All The Way Up: Multilingual Generalization in LLMs Relies on Language-Level Similarity Structures

Supantho Rakshit, Adele Goldberg, Henry Conklin

As Large Language Models (LLMs) grow more capable across diverse tasks, their (in)ability to generalize remains difficult to quantify and poorly understood beyond limited domains.…