统一大型语言模型与本地微调模型在高度特化的放射学自然语言推理任务中的权衡探索（英文版）

英文标题：Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task中文摘要：本文评估了 ChatGPT / GPT-4 在放射学自然语言推理任务上的性能，并将其与其他针对任务相关数据样本进行微调的模型进行比较。结果显示，构建能解决不同领域的各种任务的通用模型是可行的。英文摘要：Recently, ChatGPT and GPT-4 have emerged and gained immense global attentiondue to their unparalleled performance in language processing. Despitedemonstrating impressive capability in various open-domain tasks, theiradequacy in highly specific fields like radiology r