InstructUIE: 统一信息抽取的多任务指令调整（英文版）

英文标题：InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction中文摘要：该论文提出了基于指令调整的统一信息提取框架 InstructUIE，它可以统一地建模各种信息提取任务并捕获任务间的依赖关系。在零样本设置下，该方法显著优于现有的大型语言模型和 gpt3.5。英文摘要：Large language models have unlocked strong multi-task capabilities fromreading instructive prompts. However, recent studies have shown that existinglarge models still have difficulty with information extraction tasks. Forexample, gpt-3.5-turbo achieved an F1 score of 18.22 on the Ontonotes dataset,which is sign