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CASIA OpenIR
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Disentangled Text Representation Learning With Information-Theoretic Perspective for Adversarial Robustness 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2024, 卷号: 32, 页码: 1237-1247
作者:  Zhao, Jiahao;  Mao, Wenji;  Zeng, Daniel Dajun
收藏  |  浏览/下载：0/0  |  提交时间：2024/07/03
Adversarial robustness  variation of information  disentangled text representation learning  
Symbolic Knowledge Reasoning on Hyper-Relational Knowledge Graphs 期刊论文
IEEE Transactions on Big Data, 2024, 页码: accept
作者:  Zikang Wang;  Linjing Li;  Daniel Zeng
Adobe PDF(4767Kb)  |  收藏  |  浏览/下载：20/6  |  提交时间：2024/06/20
hyper-relational knowledge graph, knowledge reasoning, multi-hop reasoning  
Relation Adaptive Representation Learning Based on Factual Information Interaction for One-Shot Knowledge Graph Completion 会议论文
, 日本横滨, 2024-6-30
作者:  Li JL(李金林);  Wang ZK(王子康);  Li LJ(李林静);  Ceng DJ(曾大军)
Adobe PDF(798Kb)  |  收藏  |  浏览/下载：37/16  |  提交时间：2024/06/05
BERT-FKGC: Text-Enhanced Few-Shot Representation Learning for Knowledge Graphs 会议论文
, 日本横滨, 2024-6-30
作者:  Li JL(李金林);  Wang ZK(王子康);  Li LJ(李林静);  Ceng DJ(曾大军)
Adobe PDF(528Kb)  |  收藏  |  浏览/下载：26/7  |  提交时间：2024/06/05
PCEN: Potential Correlation-Enhanced Network for Multimodal Named Entity Recognition 会议论文
, Charlotte, NC, USA, 02-03 October 2023
作者:  Jiakai Geng;  Chenyang Zhang;  Linjing Li;  Qing Yang;  Daniel Zeng
Adobe PDF(4985Kb)  |  收藏  |  浏览/下载：40/5  |  提交时间：2024/05/31
named entity recognition  multimodal learning  vision-language pre-trained model  inconsistency loss  
A Character-level Short Text Classification Model Based On Spiking Neural Networks 会议论文
, Broadbeach, Australia, 2023.6.18-2023.6.23
作者:  Jiang, Chengzhi;  Li, Linjing;  Zeng, Dajun;  Wang, Xiaoxuan
Adobe PDF(3513Kb)  |  收藏  |  浏览/下载：43/15  |  提交时间：2024/05/28
spiking neural networks  character-level encoding  ANN-to-SNN conversion  short text classification  
CRule: Category-Aware Symbolic Multi-Hop Reasoning on Knowledge Graphs 期刊论文
IEEE Intelligent Systems, 2023, 页码: 1-9
作者:  Wang, Zikang;  Li, Linjing;  Li, Jinlin;  Zhao, Pengfei;  Zeng, Daniel
Adobe PDF(529Kb)  |  收藏  |  浏览/下载：107/32  |  提交时间：2023/07/28
A Deep Learning Approach for Semantic Analysis of COVID-19-Related Stigma on Social Media 期刊论文
IEEE Transactions on Computational Social Systems, 2023, 页码: 246-254
作者:  Liu, Lin;  Cao, Zhidong;  Zhao, Pengfei;  Paul Jen-Hwa Hu;  Zeng, Dajun;  Luo, Yin
Adobe PDF(2871Kb)  |  收藏  |  浏览/下载：135/34  |  提交时间：2023/05/30
Coronavirus disease of 2019 (COVID-19)  deep learning  public sentiment analysis  social media  social stigma  
Integrating Relational Knowledge With Text Sequences for Script Event Prediction 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2023, 页码: early access
作者:  Zikang Wang;  Linjing Li;  Daniel Zeng
Adobe PDF(3215Kb)  |  收藏  |  浏览/下载：360/96  |  提交时间：2023/03/20
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 510, 页码: 59-68
作者:  Shi, Jiahui;  Li, Linjing;  Zeng, Daniel
Adobe PDF(1054Kb)  |  收藏  |  浏览/下载：261/31  |  提交时间：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing