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May, 2022
InstructDial:通过指令调整提高对话中的零样本和少样本泛化能力
Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
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Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskenazi...
TL;DR
介绍InstructDial,一个对话指令优化框架,用于提高NLP模型在对话相关任务中的零Shot和few-shot性能,其中包括48个具有多样性的对话任务,使用元任务确保模型遵循指令。
Abstract
instruction tuning
is an emergent paradigm in
nlp
wherein natural language instructions are leveraged with language models to induce
zero-shot pe
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