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