AI最前沿 | 大语言模型、零信任架构、常识知识推理、肿瘤自动检测和定位...

Machine Intelligence Research

MIR 2024年第二期已于4月正式出版，13篇最新好文免费下载，其中6篇文章来自特约专题"Commonsense Knowledge and Reasoning: Representation, Acquisition and Applications"，欢迎阅读！

Editorial for Special Issue on Commonsense Knowledge and Reasoning: Representation, Acquisition and Applications

Kang Liu, Yangqiu Song & Jeff Z. Pan

https://link.springer.com/article/10.1007/s11633-024-1397-4

https://www.mi-research.net/en/article/doi/10.1007/s11633-024-1397-4

The Life Cycle of Knowledge in Big Language Models: A Survey

Boxi Cao, Hongyu Lin, Xianpei Han & Le Sun

https://link.springer.com/article/10.1007/s11633-023-1416-x

https://www.mi-research.net/en/article/doi/10.1007/s11633-023-1416-x

中文导读：

专题综述 | 大语言模型中的知识生命周期 

A Comprehensive Overview of CFN From a Commonsense Perspective

Ru Li, Yunxiao Zhao, Zhiqiang Wang, Xuefeng Su, Shaoru Guo, Yong Guan, Xiaoqi Han & Hongyan Zhao

https://link.springer.com/article/10.1007/s11633-023-1450-8

https://www.mi-research.net/en/article/doi/10.1007/s11633-023-1450-8

Corporate Credit Ratings Based on Hierarchical Heterogeneous Graph Neural Networks

Bo-Jing Feng, Xi Cheng, Hao-Nan Xu & Wen-Fang Xue

https://link.springer.com/article/10.1007/s11633-023-1425-9

https://www.mi-research.net/en/article/doi/10.1007/s11633-023-1425-9

GraphFlow+: Exploiting Conversation Flow in Conversational Machine Comprehension with Graph Neural Networks

Jing Hu, Lingfei Wu, Yu Chen, Po Hu & Mohammed J. Zaki

https://link.springer.com/article/10.1007/s11633-023-1421-0

https://www.mi-research.net/en/article/doi/10.1007/s11633-023-1421-0

Text Difficulty Study: Do Machines Behave the Same as Humans Regarding Text Difficulty?

Bowen Chen, Xiao Ding, Yi Zhao, Bo Fu, Tingmao Lin, Bing Qin & Ting Liu

https://link.springer.com/article/10.1007/s11633-023-1424-x

https://www.mi-research.net/en/article/doi/10.1007/s11633-023-1424-x

Automation and Orchestration of Zero Trust Architecture: Potential Solutions and Challenges

Yang Cao, Shiva Raj Pokhrel, Ye Zhu, Robin Doss & Gang Li

https://link.springer.com/article/10.1007/s11633-023-1456-2

https://www.mi-research.net/en/article/doi/10.1007/s11633-023-1456-2

中文导读：

精选综述 | 零信任架构的自动化和编排: 潜在解决方案与挑战

Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data

Yu-Cheng Chou, Bowen Li, Deng-Ping Fan, Alan Yuille & Zongwei Zhou

https://link.springer.com/article/10.1007/s11633-023-1380-5

https://www.mi-research.net/en/article/doi/10.1007/s11633-023-1380-5

中文导读：

约翰霍普金斯大学Alan Yuille团队 | 从时序和高维数据中定位肿瘤的弱标注方法

Adaptively Enhancing Facial Expression Crucial Regions via a Local Non-local Joint Network

Guanghui Shi, Shasha Mao, Shuiping Gou, Dandan Yan, Licheng Jiao & Lin Xiong

https://link.springer.com/article/10.1007/s11633-023-1417-9

https://www.mi-research.net/en/article/d‍oi/10.1007/s11633-023-1417-9

Enhancing Multi-agent Coordination via Dual-channel Consensus

Qingyang Zhang, Kaishen Wang, Jingqing Ruan, Yiming Yang, Dengpeng Xing & Bo Xu

https://link.springer.com/article/10.1007/s11633-023-1464-2

https://www.mi-research.net/en/article/doi/10.1007/s11633-023-1464-2

Comprehensive Relation Modelling for Image Paragraph Generation

Xianglu Zhu, Zhang Zhang, Wei Wang & Zilei Wang

https://link.springer.com/article/10.1007/s11633-022-1408-2

https://www.mi-research.net/en/article/doi/10.1007/s11633-022-1408-2

CASIA-Iris-Africa: A Large-scale African Iris Image Database

Jawad Muhammad, Yunlong Wang, Junxing Hu, Kunbo Zhang & Zhenan Sun

https://link.springer.com/article/10.1007/s11633-022-1402-8

https://www.mi-research.net/en/article/doi/10.1007/s11633-022-1402-8

A Soft Sensor with Light and Efficient Multi-scale Feature Method for Multiple Sampling Rates in Industrial Processing

Dezheng Wang, Yinglong Wang, Fan Yang, Liyang Xu, Yinong Zhang, Yiran Chen & Ning Liao

https://link.springer.com/article/10.1007/s11633-022-1401-9

https://www.mi-research.net/en/article/doi/10.1007/s11633-022-1401-9

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