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cs.CL2025
A LongFormer-Based Framework for Accurate and Efficient Medical Text Summarization
Dan Sun, Jacky He, Hanlu Zhang +3
This paper proposes a medical text summarization method based on LongFormer, aimed at addressing the challenges faced by existing models when processing long medical texts. Traditi…
cs.CL2024
Text classification optimization algorithm based on graph neural network
Erdi Gao, Haowei Yang, Dan Sun +3
In the field of natural language processing, text classification, as a basic task, has important research value and application prospects. Traditional text classification methods u…
cs.CL2024
Research on Optimization of Natural Language Processing Model Based on Multimodal Deep Learning
Dan Sun, Yaxin Liang, Yining Yang +3
This project intends to study the image representation based on attention mechanism and multimodal data. By adding multiple pattern layers to the attribute model, the semantic and…