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cs.AI2026
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.…
cs.AI2026
Assessing the Effect of Cross-Domain Mapping on Creativity in Humans and Large Language Models
Qiawen Ella Liu, Marina Dubova, Henry Conklin +2
Creativity is the ability to come up with novel ideas, a capacity crucial for human development and flourishing. Are large language models (LLMs) creative in the same way humans ar…