Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models

Few-Shot Relation Extraction (FSRE), a subtask of Relation Extraction (RE) that utilizes limited training instances, appeals to more researchers in Natural Language Processing (NLP) due to its capability to extract textual information in extremely low-resource scenarios. The primary methodologies em...

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Veröffentlicht in:	arXiv.org 2024-07
Hauptverfasser:	Liu, Ye, Zhang, Kai, Gan, Aoran, Yue, Linan, Hu, Feng, Liu, Qi, Chen, Enhong
Format:	Artikel
Sprache:	eng
Schlagworte:	Large language models Natural language processing
Online-Zugang:	Volltext
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