Self-distillation framework for document-level relation extraction in low-resource environments

The objective of document-level relation extraction is to retrieve the relations existing between entities within a document. Currently, deep learning methods have demonstrated superior performance in document-level relation extraction tasks. However, to enhance the model’s performance, various meth...

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Bibliographic Details
Main Authors: Hao Wu, Gang Zhou, Yi Xia, Hongbo Liu, Tianzhi Zhang
Format: Article
Language:English
Published: PeerJ Inc. 2024-03-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-1930.pdf