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May, 2023
大语言模型的分布转移鲁棒指令优化
Robust Instruction Optimization for Large Language Models with Distribution Shifts
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Moxin Li, Wenjie Wang, Fuli Feng, Jizhi Zhang, Tat-Seng Chua
TL;DR
本文针对大型语言模型自然语言处理任务中指令优化研究,提出了一种框架,可为LLM提供更健壮的最优指令以在具有不同分布的测试数据上提高性能,同时保持在训练数据上的表现。
Abstract
large language models
have demonstrated significant ability in accomplishing a wide range of
natural language processing
(NLP) tasks. However, their performance is highly sensitive to the even minor changes in th
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