A Prototype Network Enhanced Relation Semantic Representation for Few-shot Relation Extraction

Abstract Few-shot relation extraction is one of the current research focuses. The key to this research is to fully extract the relation semantic information through very little training data. Intuitively, raising the relation semantics awareness in sentences can improve the efficiency of the model t...

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Bibliographic Details
Main Authors: Haitao He, Haoran Niu, Jianzhou Feng, Qian Wang, Qikai Wei
Format: Article
Language:English
Published: Springer Nature 2022-12-01
Series:Human-Centric Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s44230-022-00012-0