Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines

Junyu Lai, Jiahe Xu, Yao Yang +3

Large Language Models (LLMs) have demonstrated remarkable capabilities across a wide range of natural language processing and reasoning tasks. However, their performance in the fou…