Mitigating Memorization in LLMs: @dair_ai noted this paper presents a modification of the next-token prediction objective called goldfish decline to aid mitigate the verbatim technology of memorized teaching data. LingOly Challenge Introduces: A fresh LingOly benchmark is addressing the analysis of LLMs in Innovative reasoning involving ling