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Titlebook: Neural Computing for Advanced Applications; 5th International Co Haijun Zhang,Xianxian Li,Qian He Conference proceedings 2025 The Editor(s)

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A Similarity Index Time-Effect Collaborative Filtering Algorithm Based on Attentional Double BP Netwattention mechanism is designed to process the adequately processed data. Experiments were conducted on the MovieLens datasets (ml-1m) and (ml-100k), wherein our proposed approach was benchmarked against several state-of-the-art (SOTA) deep learning methods. The obtained results indicate that the mo
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Temporal Knowledge Graph Link Prediction Using Synergized Large Language Models and Temporal Knowledesults underscore the positive impact of this synergized model on the completion tasks of temporal knowledge graphs, showcasing its potential to address gaps in knowledge and improve overall performance. While its influence on prediction tasks is relatively weak, the collaborative synergy demonstrat
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FPLGen: A Personalized Dialogue System Based on Feature Prompt Learningders. The system incorporates our unique information enhancement and feature-prompted learning strategies, enabling comprehensive dialog synthesis. To validate our model’s efficacy, we conducted experiments on the Chinese persona chat dataset. The results, compared to baseline models, provide irrefu
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