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Explanation Guided Knowledge Distillation for Pre-trained Language Model Compression 期刊论文
ACM Transactions on Asian and Low-Resource Language Information Processing, 2024, 卷号: 23, 期号: 2, 页码: 1-19
作者:  Zhao Yang;  Yuanzhe Zhang;  Dianbo Sui;  Yiming Ju;  Jun Zhao;  Kang Liu
Adobe PDF(1250Kb)  |  收藏  |  浏览/下载：36/13  |  提交时间：2024/05/30
Explanation  knowledge distillation  model compression  
Information bottleneck based knowledge selection for commonsense reasoning 期刊论文
Information Sciences, 2024, 卷号: 660, 页码: 120134
作者:  Zhao Yang;  Yuanzhe Zhang;  Pengfei Cao;  Cao Liu;  Jiansong Chen;  Jun Zhao;  Kang Liu
Adobe PDF(1069Kb)  |  收藏  |  浏览/下载：33/11  |  提交时间：2024/05/30
Commonsense reasoning  Knowledge selection  Information bottleneck  KG-augmented model  
Towards Better Quantity Representations for Solving Math Word Problems 期刊论文
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2024, 页码: -
作者:  Sun, Runxin;  He, Shizhu;  Zhao, Jun;  Liu, Kang
Adobe PDF(417Kb)  |  收藏  |  浏览/下载：32/12  |  提交时间：2024/05/28
Unsupervised Domain Adaptation on Sentence Matching Through Self-Supervision 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 6, 页码: 1237-1249
作者:  Bai, Gui-Rong;  Liu, Qing-Bin;  He, Shi-Zhu;  Liu, Kang;  Zhao, Jun
收藏  |  浏览/下载：49/0  |  提交时间：2024/03/26
unsupervised domain adaptation  sentence matching  self-supervision  
A neuroimaging biomarker for Individual Brain-Related Abnormalities In Neurodegeneration (IBRAIN): a cross-sectional study 期刊论文
ECLINICALMEDICINE, 2023, 卷号: 65, 页码: 14
作者:  Zhao, Kun;  Chen, Pindong;  Alexander-Bloch, Aaron;  Wei, Yongbin;  Dyrba, Martin;  Yang, Fan;  Kang, Xiaopeng;  Wang, Dawei;  Fan, Dongsheng;  Ye, Shan;  Tang, Yi;  Yao, Hongxiang;  Zhou, Bo;  Lu, Jie;  Yu, Chunshui;  Wang, Pan;  Liao, Zhengluan;  Chen, Yan;  Huang, Longjian;  Zhang, Xi;  Han, Ying;  Li, Shuyu;  Liu, Yong
收藏  |  浏览/下载：57/0  |  提交时间：2024/02/22
Alzheimer's disease  Neuroimaging biomarker  Multisite  Specific  Longitudinal progression  
Unsupervised Dialogue State Tracking for End-to-End Task-Oriented Dialogue with a Multi-Span Prediction Network 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 4, 页码: 834-852
作者:  Liu, Qing-Bin;  He, Shi-Zhu;  Liu, Cao;  Liu, Kang;  Zhao, Jun
收藏  |  浏览/下载：52/0  |  提交时间：2024/02/22
end-to-end task-oriented dialogue  dialogue state tracking (DST)  unsupervised learning  reinforcement learning  
VLP2MSA: Expanding vision-language pre-training to multimodal sentiment analysis 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 9
作者:  Yi, Guofeng;  Fan, Cunhang;  Zhu, Kang;  Lv, Zhao;  Liang, Shan;  Wen, Zhengqi;  Pei, Guanxiong;  Li, Taihao;  Tao, Jianhua
收藏  |  浏览/下载：100/0  |  提交时间：2024/02/22
Multimodal sentiment analysis  Vision-language  Multimodal fusion  
Robustly uncovering the heterogeneity of neurodegenerative disease by using data-driven subtyping in neuroimaging: A review 期刊论文
Brain research, 2024, 卷号: 1823, 页码: 13
作者:  Chen, Pindong;  Zhang, Shirui;  Zhao, Kun;  Kang, Xiaopeng;  Rittman, Timothy;  Liu, Yong
收藏  |  浏览/下载：89/0  |  提交时间：2024/02/22
Neurodegenerative diseases  Alzheimer's disease  Heterogeneity  Subtype  Data-driven  
Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 19, 页码: 17
作者:  Lan, Yinyu;  He, Shizhu;  Liu, Kang;  Zhao, Jun
收藏  |  浏览/下载：95/0  |  提交时间：2023/12/21
distributed representation  knowledge graph  link prediction  logical rule  
Four Distinct Subtypes of Alzheimer's Disease Based on Resting-State Connectivity Biomarkers 期刊论文
BIOLOGICAL PSYCHIATRY, 2023, 卷号: 93, 期号: 9, 页码: 759-769
作者:  Chen, Pindong;  Yao, Hongxiang;  Tijms, Betty M.;  Wang, Pan;  Wang, Dawei;  Song, Chengyuan;  Yang, Hongwei;  Zhang, Zengqiang;  Zhao, Kun;  Qu, Yida;  Kang, Xiaopeng;  Du, Kai;  Fan, Lingzhong;  Han, Tong;  Yu, Chunshui;  Zhang, Xi;  Jiang, Tianzi;  Zhou, Yuying;  Lu, Jie;  Han, Ying;  Liu, Bing;  Zhou, Bo;  Liu, Yong
Adobe PDF(1969Kb)  |  收藏  |  浏览/下载：187/12  |  提交时间：2023/11/17