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Fig 1.

Architecture of the KEAMM model, illustrating the five-layer structure.

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Fig 2.

Structure of Skip-Gram model.

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Fig 3.

Schematic diagram of character-radical feature vector generation.

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Fig 4.

Structure of TransE model.

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Fig 5.

Generation process of output vector.

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Fig 6.

Output schematic.

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Table 1.

Dataset information after preprocessing.

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Table 2.

Experimental environment and configuration.

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Table 3.

Hyperparameter settings.

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Table 4.

Experimental results (%).

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Table 5.

Ablation validation.

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Table 6.

Future work roadmap.

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