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The Paths and Strategies of Constructing the Multilingual Discourse System of National Community Awareness with the Aid of Machine Translation

Mengjia Peng

Mengjia Peng

School of Foreign Languages, Wuhan Business UniversityWuhan, China
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Peng, Mengjia
  
21 mar 2025
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Publicado en línea: 21 mar 2025
Recibido: 29 oct 2024
Aceptado: 31 ene 2025
DOI: https://doi.org/10.2478/amns-2025-0688
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© 2025 Mengjia Peng, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Encoder – decoder
Encoder – decoder

Figure 2.

Transformer model structure
Transformer model structure

Figure 3.

Diagram of multi-head attention structure
Diagram of multi-head attention structure

Figure 4.

Analysis of manual evaluation results
Analysis of manual evaluation results

Figure 5.

Automatic evaluation results analysis
Automatic evaluation results analysis

Figure 6.

Comparative analysis before intervention
Comparative analysis before intervention

Figure 7.

Comparative analysis after intervention
Comparative analysis after intervention

Figure 8.

Comparative analysis within the group
Comparative analysis within the group
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Ciencias de la vida, Ciencias de la vida, otros, Matemáticas, Matemáticas aplicadas, Matemáticas generales, Física, Física, otros
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