Semantic aware enhanced event causality identification

Abstract Event Causality Identification (ECI) aims to predict causal relations between events in a text. Existing research primarily focuses on leveraging external knowledge such as knowledge graphs and dependency trees to construct explicit structured features to enrich event representations. Howev...

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Bibliographic Details
Main Authors: Xinfang Liu, Wenzhong Yang, Fuyuan Wei, Zhonghua Wu
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-83678-9
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