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基于生成元学习的零样本关系三元组抽取【英文版】.pdf |
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英文标题:Generative Meta-Learning for Zero-Shot Relation Triplet Extraction中文摘要:本研究提出了一种新颖的生成元学习框架,旨在提高生成模型的泛化能力,该框架在零样本关系三元组提取任务中达到了新的最先进性能。英文摘要:The zero-shot relation triplet extraction (ZeroRTE) task aims to extractrelation triplets from a piece of text with unseen relation types. The seminalwork adopts the pre-trained generative model to generate synthetic samples fornew relations. However, current generative models lack the optimization processof model generalization on different tasks during t
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