CLEAR: Cross-Document Link-Enhanced Attention for Relation Extraction with Relation-Aware Context Filtering

CLEAR: Cross-Document Link-Enhanced Attention for Relation Extraction with Relation-Aware Context Filtering

Cross-document relation extraction (CodRE) aims to predict the semantic relationships between target entities located in different documents, a critical capability for comprehensive knowledge graph construction and multi-source intelligence analysis. Existing approaches primarily rely on bridge enti...

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Bibliographic Details
Main Authors: Yihan She, Tian Tian, Junchi Zhang
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
cross-document relation extraction
entity linking
attention mechanism
path modeling
text compression
Online Access:https://www.mdpi.com/2076-3417/15/13/7435
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