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MIRE: A medical information enhanced framework for long-tail medical dialogue synthesis 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2026, 卷号: 305, 页码: 15
作者:  Lv, Bo;  Tang, Chen;  Liu, Nayu;  Yu, Guoxin;  Liu, Xin;  Zhang, Riyan;  Yu, Yue
收藏  |  浏览/下载:2/0  |  提交时间:2026/05/25
Long-tail medical dialogue synthetic  Large language models (LLMs)  Synthetic data generation  External medical knowledge  Style transfer  
CACRE: A Weakly Supervised Method for Cross-Attention Contrastive Relation Extraction With Large Language Models 期刊论文
IEEE ACCESS, 2026, 卷号: 14, 页码: 18718-18729
作者:  Hu, Zhikui;  Zi, Kangli;  Luo, Tianyu;  Huang, Yuwei;  Wang, Shi
收藏  |  浏览/下载:2/0  |  提交时间:2026/05/25
Semantics  Contrastive learning  Feature extraction  Weak supervision  Vectors  Training  Large language models  Data mining  Tensors  Reliability  Relation extraction  weak supervision  contrastive learning  LLMs  
DEFT: Data-Efficient Fine-Tuning Through Multi-Dimensional Data Selection 期刊论文
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2026, 卷号: 34, 页码: 352-363
作者:  Dai, Shaojie;  Liu, Xin;  Yu, Yue
收藏  |  浏览/下载:2/0  |  提交时间:2026/05/25
Data models  Complexity theory  Training data  Training  Speech processing  Semantics  Adaptation models  Tuning  Measurement  Large language models  Data-efficient fine-tuning  large language models (LLMs)  instruction fine-tuning  data selection  
Intelligent port logistics: A spatiotemporal knowledge graph and AI-agent framework for berth allocation 期刊论文
ADVANCED ENGINEERING INFORMATICS, 2025, 卷号: 68, 页码: 28
作者:  Wang, Peng;  Hu, Qinyou;  Mei, Qiang;  Wang, Shaohua;  Yang, Yang;  Guo, Da;  Liu, Xiaotong;  Hu, Wenlong;  Chen, Jihong
收藏  |  浏览/下载:29/0  |  提交时间:2025/12/03
Spatiotemporal knowledge graph  Intelligent berth allocation  Multi-agent LLMs  Port logistics  Yangtze River Delta