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Seq2Set2Seq: A Two-stage Disentangled Method for Reply Keyword Generation in Social Media 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2024, 卷号: 23, 期号: 3, 页码: 20
作者:  Liu, Jie;  Li, Yaguang;  He, Shizhu;  Wu, Shun;  Liu, Kang;  Liu, Shenping;  Wang, Jiong;  Zhang, Qing
收藏  |  浏览/下载：13/0  |  提交时间：2024/05/30
Social media reply  keyword prediction  text generation  multi-label classification  determinantal point processes  
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：42/0  |  提交时间：2024/03/26
unsupervised domain adaptation  sentence matching  self-supervision  
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：45/0  |  提交时间：2024/02/22
end-to-end task-oriented dialogue  dialogue state tracking (DST)  unsupervised learning  reinforcement learning  
Fact-Driven Abstractive Summarization by Utilizing Multi-Granular Multi-Relational Knowledge 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2022, 卷号: 30, 页码: 1665-1678
作者:  Mao, Qianren;  Li, Jianxin;  Peng, Hao;  He, Shizhu;  Wang, Lihong;  Yu, Philip S.;  Wang, Zheng
收藏  |  浏览/下载：151/0  |  提交时间：2022/07/25
Fact consistency  graph neural network  language model  pointer network  text summarization  
Using Pre-trained Language Model to Enhance Active Learning for Sentence Matching 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2022, 卷号: 21, 期号: 2, 页码: 19
作者:  Bai, Guirong;  He, Shizhu;  Liu, Kang;  Zhao, Jun
Adobe PDF(4097Kb)  |  收藏  |  浏览/下载：284/55  |  提交时间：2022/06/10
Sentence matching  active learning  pre-trained language model  
Example-guided stylized response generation in zero-shot setting 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 卷号: 65, 期号: 4, 页码: 2
作者:  Bai, Guirong;  He, Shizhu;  Liu, Kang;  Zhao, Jun
Adobe PDF(205Kb)  |  收藏  |  浏览/下载：315/59  |  提交时间：2022/01/27
Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 227, 期号: 2021, 页码: 107186
作者:  Liu, Qingbin;  Bai, Guirong;  He, Shizhu;  Liu, Cao;  Liu, Kang;  Zhao, Jun
Adobe PDF(1021Kb)  |  收藏  |  浏览/下载：318/63  |  提交时间：2021/11/02
End-to-end task-oriented dialogue  Heterogeneous relational graph neural networks  Shared-private parameterization  Hierarchical attention mechanism  Adaptive objective