FREDA: Few-Shot Relation Extraction Based on Data Augmentation

The primary task of few-shot relation extraction is to quickly learn the features of relation classes from a few labelled instances and predict the semantic relations between entity pairs in new instances. Most existing few-shot relation extraction methods do not fully utilize the relation informati...

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Bibliographic Details
Main Authors: Junbao Liu, Xizhong Qin, Xiaoqin Ma, Wensheng Ran
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/14/8312