LTACL: long-tail awareness contrastive learning for distantly supervised relation extraction

Abstract Distantly supervised relation extraction is an automatically annotating method for large corpora by classifying a bound of sentences with two same entities and the relation. Recent works exploit sound performance by adopting contrastive learning to efficiently obtain instance representation...

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Bibliographic Details
Main Authors: Tianwei Yan, Xiang Zhang, Zhigang Luo
Format: Article
Language:English
Published: Springer 2023-09-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-023-01226-w