2025
Pitfalls of Scale: Investigating the Inverse Task of Redefinition in Large Language Models
ACL 2025finding
Inverse tasks can uncover potential reasoning gaps as Large Language Models (LLMs) scale up. In this work, we explore the redefinition task, in which we assign alternative values to well-known physical constants and units of measure, prompting LLMs to respond accordingly. Our findings show that not…