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Towards Better Word Importance Ranking in Textual Adversarial Attacks 会议论文
, Gold Coast, Australia, June 18-23, 2023
作者:  Shi, Jiahui;  Li, Linjing;  Zeng, Daniel Dajun
Adobe PDF(932Kb)  |  收藏  |  浏览/下载：225/97  |  提交时间：2023/09/27
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：300/88  |  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：228/27  |  提交时间：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing  
Quantum Probability-inspired Graph Neural Network for Document Representation and Classification 期刊论文
Neurocomputing, 2021, 卷号: 445, 页码: 276-286
作者:  Yan, Peng;  Li, Lingjing;  Jin, Miaotianzi;  Zeng, Daniel
Adobe PDF(1744Kb)  |  收藏  |  浏览/下载：242/105  |  提交时间：2022/06/16
Natural language processing  Document representation  Document classification  Graph neural network  Quantum probability  
A Transformer-based Approach for Identifying Target-oriented Opinions from Travel Reviews 会议论文
, Padua, Italy, 2022-07
作者:  Haoda Qian;  Zaichuan Tang;  Yajun Ren;  Qiudan Li;  Daniel Zeng
Adobe PDF(881Kb)  |  收藏  |  浏览/下载：329/124  |  提交时间：2022/06/14
Deep Learning for Adverse Event Detection From Web Search 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 6, 页码: 2681-2695
作者:  Ahmad, Faizan;  Abbasi, Ahmed;  Kitchens, Brent;  Adjeroh, Donald;  Zeng, Daniel
收藏  |  浏览/下载：220/0  |  提交时间：2022/06/10
Event detection  Drugs  Deep learning  Twitter  Data mining  Context modeling  Automotive engineering  Adverse event detection  search queries  deep learning  auto encoders  query embeddings  user modeling  
Game Starts at GameStop: Characterizing the Collective Behaviors and Social Dynamics in the Short Squeeze Episode 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 14
作者:  Zheng, Xiaolong;  Tian, Hu;  Wan, Zhe;  Wang, Xiao;  Zeng, Daniel Dajun;  Wang, Fei-Yue
Adobe PDF(8005Kb)  |  收藏  |  浏览/下载：210/14  |  提交时间：2022/01/27
Social networking (online)  Dictionaries  Stock markets  Investment  Games  Analytical models  Market research  Dynamic interaction network  financial market  GameStop  short squeeze  social network analysis  
A Target-Guided Neural Memory Model for Stance Detection in Twitter 会议论文
, Rio de Janeiro, Brazil, 2018-7
作者:  Penghui Wei;  Wenji Mao;  Daniel Zeng
Adobe PDF(2842Kb)  |  收藏  |  浏览/下载：139/43  |  提交时间：2021/06/16
Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs 会议论文
, 在线, 2020.12.8-13
作者:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel
Adobe PDF(491Kb)  |  收藏  |  浏览/下载：219/60  |  提交时间：2021/05/31
Analyzing Topics of JUUL Discussions on Social Media Using a Semantics-assisted NMF model 会议论文
, Shenzhen, China, 2019-7-1
作者:  Hejing Liu;  Qiudan Li;  Riheng Yao;  Daniel Dajun Zeng
Adobe PDF(248Kb)  |  收藏  |  浏览/下载：166/69  |  提交时间：2021/05/27