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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：1/0  |  提交时间：2026/05/25
Long-tail medical dialogue synthetic  Large language models (LLMs)  Synthetic data generation  External medical knowledge  Style transfer  
LLM-led vision-spectral fusion: A zero-shot approach to temporal fruit image classification 期刊论文
NEURAL NETWORKS, 2026, 卷号: 194, 页码: 10
作者:  Wu, Huyu;  Jia, Bowen;  Yuan, Xue-Ming
收藏  |  浏览/下载：24/0  |  提交时间：2025/12/03
Temporally relevant images  Multimodal classification  Large language models  Zero-shot segmentation  Vision-spectral fusion  
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：0/0  |  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：0/0  |  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  
Dadu-E: Rethinking the Role of Large Language Model in Robotic Computing Pipelines 期刊论文
JOURNAL OF FIELD ROBOTICS, 2025, 页码: 24
作者:  Sun, Wenhao;  Hou, Sai;  Wang, Zixuan;  Yu, Bo;  Liu, Shaoshan;  Yang, Xu;  Liang, Shuai;  Gan, Yiming;  Han, Yinhe
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
closed-loop planning  large language models  memory augmentation  robotic planning  
Benchmarking Radiology Report Generation From Noisy Free-Texts 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 10, 页码: 7549-7558
作者:  Yuan, Yujian;  Zheng, Yanting;  Qu, Liangqiong
收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03
Noise measurement  Radiology  Measurement  Benchmark testing  Pipelines  Large language models  Biomedical imaging  Training  Bioinformatics  Text processing  Benchmark  large language model (LLM)  natural language processing  radiology report generation  
Tool learning with large language models: a survey 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2025, 卷号: 19, 期号: 8, 页码: 21
作者:  Qu, Changle;  Dai, Sunhao;  Wei, Xiaochi;  Cai, Hengyi;  Wang, Shuaiqiang;  Yin, Dawei;  Xu, Jun;  Wen, Ji-rong
收藏  |  浏览/下载：41/0  |  提交时间：2025/06/25
tool learning  large language models  agent  
Ten Challenging Problems in Federated Foundation Models 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4314-4337
作者:  Fan, Tao;  Gu, Hanlin;  Cao, Xuemei;  Chan, Chee Seng;  Chen, Qian;  Chen, Yiqiang;  Feng, Yihui;  Gu, Yang;  Geng, Jiaxiang;  Luo, Bing;  Liu, Shuoling;  Ong, Win Kent;  Ren, Chao;  Shao, Jiaqi;  Sun, Chuan;  Tang, Xiaoli;  Tae, Hong Xi;  Tong, Yongxin;  Wei, Shuyue;  Wu, Fan;  Xi, Wei;  Xu, Mingcong;  Yang, He;  Yang, Xin;  Yan, Jiangpeng;  Yu, Hao;  Yu, Han;  Zhang, Teng;  Zhang, Yifei;  Zhang, Xiaojin;  Zheng, Zhenzhe;  Fan, Lixin;  Yang, Qiang
收藏  |  浏览/下载：31/0  |  提交时间：2025/12/03
Frequency modulation  Foundation models  Privacy  Optimization  Adaptation models  Watermarking  Knowledge transfer  Training  Fans  Data privacy  Federated foundation models (FedFMs)  federated learning  foundation models  large language models  privacy-preserving Ai  
Agent-in-the-loop to distill expert knowledge into artificial intelligence models: a survey 期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2025, 卷号: 58, 期号: 9, 页码: 55
作者:  Gao, Jiayuan;  Zhang, Yingwei;  Chen, Yiqiang;  Dong, Yihan;  Chen, Yuanzhe;  Song, Shuchao;  Tang, Boshi;  Gu, Yang
收藏  |  浏览/下载：26/0  |  提交时间：2025/12/03
Human-in-the-Loop  Machine learning  Deep learning  Large language models  
AI-Driven Safety and Security for UAVs: From Machine Learning to Large Language Models 期刊论文
DRONES, 2025, 卷号: 9, 期号: 6, 页码: 57
作者:  Yang, Zheng;  Zhang, Yuting;  Zeng, Jie;  Yang, Yifan;  Jia, Yufei;  Song, Hua;  Lv, Tiejun;  Sun, Qian;  An, Jianping
收藏  |  浏览/下载：19/0  |  提交时间：2025/12/03
artificial intelligence  large language models  safety  security  unmanned aerial vehicle