A large variety of complaint reports reflect subjective information expressed by citizens.A key challenge of text summarization for complaint reports is to ensure the factual consistency of generated summary.Therefore...A large variety of complaint reports reflect subjective information expressed by citizens.A key challenge of text summarization for complaint reports is to ensure the factual consistency of generated summary.Therefore,in this paper,a simple and weakly supervised framework considering factual consistency is proposed to generate a summary of city-based complaint reports without pre-labeled sentences/words.Furthermore,it considers the importance of entity in complaint reports to ensure factual consistency of summary.Experimental results on the customer review datasets(Yelp and Amazon)and complaint report dataset(complaint reports of Shenyang in China)show that the proposed framework outperforms state-of-the-art approaches in ROUGE scores and human evaluation.It unveils the effectiveness of our approach to helping in dealing with complaint reports.展开更多
提出在城轨云平台架构下,基于虚拟路由器冗余协议(VRRP)的ATS主备中心网络切换技术,并对A T S主备中心切换的组网需求、切换原理、组网结构、网络设计等方面进行分析和阐述。旨在以ATS主用中心和备用中心网络均健壮的基础上,实现ATS主...提出在城轨云平台架构下,基于虚拟路由器冗余协议(VRRP)的ATS主备中心网络切换技术,并对A T S主备中心切换的组网需求、切换原理、组网结构、网络设计等方面进行分析和阐述。旨在以ATS主用中心和备用中心网络均健壮的基础上,实现ATS主备容灾切换,从而提高运营效率和服务质量,并且对城市轨道交通信号系统A T S融合云平台架构的主备中心切换需求提供一定的参考意义,为同场景的地铁信号系统项目提供参考。展开更多
基金supported by National Natural Science Foundation of China(62276058,61902057,41774063)Fundamental Research Funds for the Central Universities(N2217003)Joint Fund of Science&Technology Department of Liaoning Province and State Key Laboratory of Robotics,China(2020-KF-12-11).
文摘A large variety of complaint reports reflect subjective information expressed by citizens.A key challenge of text summarization for complaint reports is to ensure the factual consistency of generated summary.Therefore,in this paper,a simple and weakly supervised framework considering factual consistency is proposed to generate a summary of city-based complaint reports without pre-labeled sentences/words.Furthermore,it considers the importance of entity in complaint reports to ensure factual consistency of summary.Experimental results on the customer review datasets(Yelp and Amazon)and complaint report dataset(complaint reports of Shenyang in China)show that the proposed framework outperforms state-of-the-art approaches in ROUGE scores and human evaluation.It unveils the effectiveness of our approach to helping in dealing with complaint reports.
文摘提出在城轨云平台架构下,基于虚拟路由器冗余协议(VRRP)的ATS主备中心网络切换技术,并对A T S主备中心切换的组网需求、切换原理、组网结构、网络设计等方面进行分析和阐述。旨在以ATS主用中心和备用中心网络均健壮的基础上,实现ATS主备容灾切换,从而提高运营效率和服务质量,并且对城市轨道交通信号系统A T S融合云平台架构的主备中心切换需求提供一定的参考意义,为同场景的地铁信号系统项目提供参考。
