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Recognizing Metaphorical Expressions in Chinese Speech and Their Natural Language Processing Strategies

Zhuo Wang

Zhuo Wang

School of Humanities, Chongqing Metropolitan College of Science and TechnologyChongqing, China
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Wang, Zhuo
  
19 mar 2025
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Publicado en línea: 19 mar 2025
Recibido: 09 nov 2024
Aceptado: 10 feb 2025
DOI: https://doi.org/10.2478/amns-2025-0377
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© 2025 Zhuo Wang, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Basic model diagram of natural language understanding
Basic model diagram of natural language understanding

Figure 2.

Level of attention network model
Level of attention network model

Figure 3.

MI_SS network model diagram
MI_SS network model diagram

Figure 4.

MI_WS network model diagram
MI_WS network model diagram

Figure 5.

MI_SS+ MI_WS metaphor recognition model
MI_SS+ MI_WS metaphor recognition model

Figure 6.

Differences of attention levels identify performance differences
Differences of attention levels identify performance differences

Figure 7.

The distribution of the four words is tested
The distribution of the four words is tested

Figure 8.

Metaphorical classification recognition results
Metaphorical classification recognition results

Figure 9.

Individual mood category identification results
Individual mood category identification results

Figure 10.

Performance test results of various methods in the test corpus
Performance test results of various methods in the test corpus
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