Prof. Guiyun Zhang Profile

Prof. Guiyun Zhang

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Publications (3)

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

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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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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