Prof. Guiyun Zhang Profile

Prof. Guiyun Zhang

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Publications (5)

Proceedings Article | 7 August 2024 Paper

MAML-BERT in addressing low-resource text classification tasks

Yang Hu, Guiyun Zhang

Proceedings Volume 13229, 132293C (2024) https://doi.org/10.1117/12.3038663

KEYWORDS: Data modeling, Education and training, Performance modeling, Machine learning, Transformers, Mathematical optimization, Statistical modeling, Matrices, Ablation, Sun

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Proceedings Article | 29 July 2024 Paper

Public health fact verification based on semantic hierarchy graph

Yitian Sun, Guiyun Zhang

Proceedings Volume 13214, 1321403 (2024) https://doi.org/10.1117/12.3033405

KEYWORDS: Semantics, Education and training, Matrices, Transformers, Logic, Data processing, Data modeling, Ablation

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Proceedings Article | 21 June 2024 Paper

A comparative study on Chinese named entity recognition with character-level enhancement

Zhizhong Qian, Guiyun Zhang, Shaowei Zhang, Bangyu Zhu

Proceedings Volume 13167, 1316737 (2024) https://doi.org/10.1117/12.3029690

KEYWORDS: Feature extraction, Data modeling, Machine learning, Transformers, Education and training, Deep learning, Associative arrays, Lithium, Performance modeling, Medical research

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Proceedings Article | 8 November 2023 Paper

A study on suicidal ideation detection based on domain knowledge and multi-head knowledge attention mechanism

Yidan Wang, Guiyun Zhang, Shaowei Zhang

Proceedings Volume 12923, 129231S (2023) https://doi.org/10.1117/12.3011348

KEYWORDS: Feature extraction, Performance modeling, Semantics, Web 2.0 technologies, Data modeling, Ablation, Machine learning, Head, Transformers, Classification systems

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Proceedings Article | 8 November 2023 Paper

Combining character information and contextual feature for conversational humor recognition

Jihuan Zhao, Guiyun Zhang

Proceedings Volume 12923, 129230W (2023) https://doi.org/10.1117/12.3011275

KEYWORDS: Semantics, Feature extraction, Neural networks, Data modeling, Performance modeling, Data processing, Ablation, Transformers

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