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Analyzing the Influence of Knowledge Graph Information on Relation Extraction

Published on 2025-06-032 Views License

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Analyzing the Influence of Knowledge Graph Information on Relation Extraction00:00
Motivation00:11
Motivation00:36
Method01:47
Method - Supervised Text Module02:22
Method - Supervised Graph Module03:31
Method - Supervised Document-level RE05:00
Method - Zero-Shot Text Module06:02
Method - Zero-Shot Graph Module06:57
Method - Zero-Shot Graph Module07:25
Method - Zero-Shot Graph Module08:51
Incorporating the KG08:58
Evaluation10:10
Evaluation – Supervised10:53
Evaluation – Supervised11:58
Evaluation – Supervised12:55
Evaluation – Zero-Shot (5 different relations)13:43
Evaluation – Zero-Shot (10 different relations)14:48
Evaluation – Zero-Shot (15 different relations)15:07
Conclusion15:31