Bartlomiej Brzozka

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NLP×1AI×1

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Ping Li1×

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2026

Construction of Historical Knowledge Graphs Based on BERT and Graph Neural Networks

This paper proposes a joint BERT-GNN architecture to systematically extract entities and relationships from diverse historical texts, achieving superior performance over conventional methods.

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Papers

cs.CLcs.AIRecentJun 1, 2026

Construction of Historical Knowledge Graphs Based on BERT and Graph Neural Networks

Ping Li, Bartlomiej Brzozka

This paper proposes a joint BERT-GNN architecture to systematically extract entities and relationships from diverse historical texts, achieving superior performance over conventional methods.

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