Zero-sample text classification algorithm based on BERT and graph convolutional neural network

Qiao, Ying; Li, Yu; Zhou, Liangzhi; Shang, Xu

Open Access

Zero-sample text classification algorithm based on BERT and graph convolutional neural network

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Jul 02, 2024

Applied Mathematics and Nonlinear Sciences

Volume 9 (2024): Issue 1 (January 2024)

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Published Online: Jul 02, 2024

Received: Mar 09, 2024

Accepted: May 30, 2024

DOI: https://doi.org/10.2478/amns-2024-1560

Keywords
BERT model, Graph convolutional neural network, Attention mechanism, Baseline model, Text classification

This work is licensed under the Creative Commons Attribution 4.0 International License.

Qiao, Ying

School of Computer Science and Software Engineering, Southwest Petroleum UniversityChengdu, China

Li, Yu

School of Computer Science and Software Engineering, Southwest Petroleum UniversityChengdu, China

Zhou, Liangzhi

PetroChina Changqing Oilfield Company Oil Production PLANT NO.7Xi’an, China

Shang, Xu

PetroChina Changqing Oilfield Company Oil Production PLANT NO.7Xi’an, China

Language:: English

Publication timeframe:: 1 times per year
Journal Subjects:: Life Sciences, Life Sciences, other, Mathematics, Applied Mathematics, General Mathematics, Physics, Physics, other

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Zero-sample text classification algorithm based on BERT and graph convolutional neural network

Ying Qiao

Yu Li

Liangzhi Zhou

Xu Shang

Published Online: Jul 02, 2024

Received: Mar 09, 2024

Accepted: May 30, 2024

DOI: https://doi.org/10.2478/amns-2024-1560

KeywordsBERT model, Graph convolutional neural network, Attention mechanism, Baseline model, Text classification

© 2024 Ying Qiao et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
BERT model, Graph convolutional neural network, Attention mechanism, Baseline model, Text classification