Document-Level Relation Extraction with Local Relation and Global Inference

Document-Level Relation Extraction with Local Relation and Global Inference

The current popular approach to the extraction of document-level relations is mainly based on either a graph structure or serialization model method for the inference, but the graph structure method makes the model complicated, while the serialization model method decreases the extraction accuracy a...

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Bibliographic Details
Main Authors: Yiming Liu, Hongtao Shan, Feng Nie, Gaoyu Zhang, George Xianzhi Yuan
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Information
Subjects:
document-level relation extraction
multi-hop reasoning
attention mechanism
BERT pre-trained model
Floyd algorithm
Online Access:https://www.mdpi.com/2078-2489/14/7/365

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