Improvement of metaphor understanding via a cognitive linguistic model based on hierarchical classification and artificial intelligence SVM

Improvement of metaphor understanding via a cognitive linguistic model based on hierarchical classification and artificial intelligence SVM

Abstract This study aims to enhance computers’ ability to understand and generate metaphors, offering a novel perspective and technical approach in the field of natural language processing. It proposes a metaphor recognition algorithm that combines a Convolutional Neural Network (CNN) with a Support...

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Bibliographic Details
Main Author: Dongmei Zhu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Artificial intelligence
Support vector machine
Hierarchical classification
Cognitive language model
Metaphor understanding
Online Access:https://doi.org/10.1038/s41598-025-04171-5
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https://doi.org/10.1038/s41598-025-04171-5

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