Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction

With the development of pre-trained language models, many prompt-based approaches to data-efficient knowledge graph construction have been proposed and achieved impressive performance. However, existing prompt-based learning methods for knowledge graph construction are still susceptible to several p...

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Veröffentlicht in:	arXiv.org 2023-09
Hauptverfasser:	Yao, Yunzhi, Mao, Shengyu, Zhang, Ningyu, Chen, Xiang, Deng, Shumin, Chen, Xi, Chen, Huajun
Format:	Artikel
Sprache:	eng
Schlagworte:	Ablation Computer Science - Artificial Intelligence Computer Science - Computation and Language Computer Science - Databases Computer Science - Information Retrieval Computer Science - Learning Empirical analysis Information retrieval Knowledge Learning Semantics Training
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