检索结果-南通市图书馆

Knowledge-enriched joint-learning model for implicit emotion cause extraction

在线全文

学校读者我要写书评

暂无评论

CAAI Transactions on Intelligence Technology 2023年第1期8卷 118-128页

作者： Chenghao Wu shumin shi Jiaxing Hu Heyan Huang School of Computer Science and Technology Beijing Institute of TechnologyBeijingChina Beijing Engineering Research Center of High Volume Language Information Processing and Cloud Computing Applications BeijingChina

Emotion cause extraction(ECE)task that aims at extracting potential trigger events of certain emotions has attracted extensive attention ***,current work neglects the implicit emotion expressed without any explicit emotional keywords,which appears more frequently in application *** lack of explicit emotion information makes it extremely hard to extract emotion causes only with the local ***,an entire event is usually across multiple clauses,while existing work merely extracts cause events at clause level and cannot effectively capture complete cause event *** address these issues,the events are first redefined at the tuple level and a span-based tuple-level algorithm is proposed to extract events from different *** on it,a corpus for implicit emotion cause extraction that tries to extract causes of implicit emotions is *** authors propose a knowledge-enriched jointlearning model of implicit emotion recognition and implicit emotion cause extraction tasks(KJ-IECE),which leverages commonsense knowledge from ConceptNet and NRC_VAD to better capture connections between emotion and corresponding cause *** on both implicit and explicit emotion cause extraction datasets demonstrate the effectiveness of the proposed model.

关键词： emotion cause extraction external knowledge fusion implicit emotion recognition joint learning

Integrating Pronunciation into Chinese-Vietnamese Statistical Machine Translation

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Tsinghua Science and Technology 2018年第6期23卷 715-723页

作者： Anh Tran Huu Heyan Huang Yuhang Guo shumin shi Ping Jian Department of ComputerScience and Technology Beijing Institute of TechnologyBeijing 100081 China

Statistical machine translation for low-resource language suffers from the lack of abundant training corpora. Several methods, such as the use of a pivot language, have been proposed as a bridge to translate from one language to another. However, errors will accumulate during the extensive translation pipelines. In this paper, we propose an approach to low-resource language translation by exploiting the pronunciation correlations between languages. We find that the pronunciation features can improve both Chinese-Vietnamese and Vietnamese- Chinese translation qualities. Experimental results show that our proposed model yields effective improvements, and the translation performance （bilingual evaluation understudy score） is improved by a maximum value of 1.03.

关键词： pronunciation integration low-resource languages Chinese-Vietnamese machine translation Sino-Vietnamese words

Improving Parallel Corpus Quality for Chinese-Vietnamese Statistical Machine Translation

在线全文

学校读者我要写书评

暂无评论

Journal of Beijing Institute of Technology 2018年第1期27卷 127-136页

作者： Huu-anh Tran Yuhang Guo Ping Jian shumin shi Heyan Huang Department of Computer Science and Technology Beijing Institute of Technology Beijing Engineering Research Center of High Volume Language Information Processing and Cloud Computing Application Beijing Institute of Technology

The performance of a machine translation system heavily depends on the quantity and quality of the bilingual language resource. However,getting a parallel corpus,which has a large scale and is of high quality,is a very difficult task especially for low resource languages such as Chinese-Vietnamese. Fortunately,multilingual user generated contents（ UGC）,such as bilingual movie subtitles,provide us access to automatic construction of the parallel corpus. Although the amount of UGC parallel corpora can be considerable,the original corpus is not suitable for statistical machine translation（ SMT） systems. The corpus may contain translation errors,sentence mismatching,free translations,etc. To improve the quality of the bilingual corpus for SMT systems,three filtering methods are proposed： sentence length difference,the semantic of sentence pairs,and machine learning. Experiments are conducted on the Chinese to Vietnamese translation *** results demonstrate that all the three methods effectively improve the corpus quality,and the machine translation performance（ BLEU score） can be improved by 1. 32.

关键词： parallel corpus filtering low resource languages bilingual movie subtitles machine translation Chinese-Vietnamese translation

在线全文

学校读者我要写书评

暂无评论

某海上低渗油藏油井电潜泵卡泵损坏机理分析

石化技术 2024年第6期31卷 90-92页

作者：冯博蔡镇泽韩晓建周洋石殊敏中海石油(中国)有限公司湛江分公司广东湛江524057

针对某海上低渗油藏油井电潜泵故障率高情况,深入研究发现低产电潜泵井生产波动较大,电潜泵叶轮磨损严重,以及部分高含水油井存在出砂和结垢,堵塞流体通道等因素,引起电泵卡泵过载停机,提出改进电潜泵结构、合理生产制度和防垢防砂举措... 详细信息

针对某海上低渗油藏油井电潜泵故障率高情况,深入研究发现低产电潜泵井生产波动较大,电潜泵叶轮磨损严重,以及部分高含水油井存在出砂和结垢,堵塞流体通道等因素,引起电泵卡泵过载停机,提出改进电潜泵结构、合理生产制度和防垢防砂举措等方法,有效降低了电潜泵井卡泵故障率。

关键词：电潜泵油井卡泵油井出砂油井防垢

Reasonable Designing of Free-standing MnO_(2)/Graphene Composite Membrane for Lithium-ion Storage

同方期刊数据库博看期刊评论

在线全文

学校读者我要写书评

暂无评论

Chemical Research in Chinese Universities 2024年第3期40卷 508-512页

作者： shi Junye YU Chenxi ZOU Zewei ZHENG shumin ZHANG Xing WANG Bao Institute of Refrigeration and Cryogenics Shanghai Jiao Tong University Shanghai 200433P.R.China State Key Laboratory of Biochemical Engineering Institute of Process EngineeringChinese Academy of SciencesBeijing 100190P.R.China Key Laboratory of Biopharmaceutical Preparation and Delivery Institute of Process EngineeringChinese Academy of SciencesBeijing 100190P.R.China CAS Key Laboratory of Molecular Nanostucture and Nanotechnology Institute of ChemistryChinese Academy of SciencesBeijing 100190P.R.China

Free-standing membranes show extraordinary promise in energy storage applications,however are usually limited by low capacity and poor rate ***,we assembled a series of free-standing MnO_(2)/GO composite membranes with ZIF67 particles embedded between two-dimensional(2D)*** particle size of ZIF67 can be adjusted to achieve tunable interlayer *** lithium storage performance of the as-obtained membranes with different interlayer spaces was systematically *** MnO_(2)/GO composite membrane embedded with ZIF67 particles with an average diameter of 30 nm(denoted as MnO_(2)/nZIF67/GO)delivers a good long cycling performance,and it retains a capacity of 340.7 mA·h·g^(−1) after 400 cycles at 0.05 A/*** MnO_(2)/GO composite membrane embedded with ZIF67 particles with an average diameter of 500 nm(denoted as MnO_(2)/mZIF67/GO)exhibits good rate *** of the size of the ZIF67 particles,the performance of the membrane containing ZIF67 is significantly better than that of the membrane without ZIF67,indicating that the ZIF67 particles can enhance the lithium storage performance of the assembled *** work provides a method to fabricate a free-standing membrane for lithium storage with tunable electrochemical performance.

关键词： Lithium-ion battery Membrane Free-standing ZIF67

Broadband high-efficiency dielectric metalenses based on quasi-continuous nanostrips

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Opto-Electronic Advances 2024年第5期7卷 43-51页

作者： Xiaohu Zhang Qinmiao Chen Dongliang Tang Kaifeng Liu Haimo Zhang Lintong shi Mengyao He Yongcai Guo shumin Xiao Key Laboratory of optoelectronic Technology and Systems of the Education Ministry of China Chongqing UniversityChongqing 400044China Ministry of Industry and Information Technology Key Lab of Micro-Nano Optoelectronic Information System Guangdong Provincial Key Laboratory of Semiconductor Optoelectronic Materials and Intelligent Photonic SystemsHarbin Institute of TechnologyShenzhen 518055China Key Laboratory for Micro/Nano Optoelectronic Devices of Ministry of Education&Hunan Provincial Key Laboratory of Low-Dimensional Structural Physics and Devices School of Physics and ElectronicsHunan UniversityChangsha 410082China

Benefiting from the abrupt phase changes within subwavelength thicknesses,metasurfaces have been widely applied for lightweight and compact optical *** broadband and high-efficiency characteristics are highly attractive for the practical implementation of ***,current metasurface devices mostly adopt discrete micro/nano structures,which rarely realize both merits *** this paper,dielectric metasurfaces composed of quasi-continuous nanostrips are proposed to overcome this *** quasi-continuous nanostrips metasurface,a normal focusing metalens and a superoscillatory lens overcoming the diffraction limit are designed and experimentally *** quasi-continuous metadevices can operate in a broadband wavelength ranging from 450 nm to 1000nm and keep a high power *** average efficiency of the fabricated metalens reaches 54.24%,showing a significant improvement compared to the previously reported metalenses with the same *** proposed methodology can be easily extended to design other metadevices with the advantages of broadband and high-efficiency in practical optical systems.

关键词： broadband high-efficiency metalens sub-diffraction quasi-continuous

Outage Probability Analysis for D2D-Enabled Heterogeneous Cellular Networks with Exclusion Zone:A Stochastic Geometry Approach

在线全文

学校读者我要写书评

暂无评论

工程与科学中的计算机建模(英文) 2024年第1期138卷 639-661页

作者： Yulei Wang Li Feng shumin Yao Hong Liang Haoxu shi Yuqiang Chen School of Computer Science and Engineering Macao University of Science and TechnologyTaipaMacaoChina Department of Broadband Communication Peng Cheng LaboratoryShenzhenChina School of Artificial Intelligence Dongguan PolytechnicDongguanChina

Interference management is one of the most important issues in the device-to-device(D2D)-enabled heterogeneous cellular networks(HetCNets)due to the coexistence of massive cellular and D2D devices in which D2D devices reuse the cellular *** alleviate the interference,an efficient interference management way is to set exclusion zones around the cellular *** this paper,we adopt a stochastic geometry approach to analyze the outage probabilities of cellular and D2D users in the D2D-enabled *** main difficulties contain three aspects:1)how to model the location randomness of base stations,cellular and D2D users in practical networks;2)how to capture the randomness and interrelation of cellular and D2D transmissions due to the existence of random exclusion zones;3)how to characterize the different types of interference and their impacts on the outage probabilities of cellular and D2D *** then run extensive Monte-Carlo simulations which manifest that our theoretical model is very accurate.

关键词： Device-to-device(D2D)-enabled heterogeneous cellular networks(HetCNets) exclusion zone stochastic geometry(SG) Matérn hard-core process(MHCP)

Evolutionary dynamics and comparative pathogenicity of clade 2.3.4.4b H5 subtype avian influenza viruses,China,2021–2022

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Virologica Sinica 2024年第3期39卷 358-368页

作者： Siru Lin Junhong Chen Ke Li Yang Liu Siyuan Fu shumin Xie Aimin Zha Aiguo Xin Xinyu Han Yuting shi Lingyu Xu Ming Liao Weixin Jia National Avian Influenza Para-Reference Laboratory Guangdong Engineering Laboratory for Medicament of Zoonosis Prevention and ControlKey Laboratory of Zoonoses Prevention and Control of Guangdong ProvinceLaboratory for Lingnan Modern AgricultureCollege of Veterinary MedicineSouth China Agricultural UniversityGuangzhou510642China Key Laboratory of Zoonoses Key Laboratory of Animal Vaccine DevelopmentMinistry of AgricultureGuangzhou510642China Institute of Poultry Management and Diseases Yunnan Animal Science and Veterinary InstituteKunming650000China

The recent concurrent emergence of H5N1,H5N6,and H5N8 avian influenza viruses(AIVs)has led to significant avian mortality *** 2020,frequent human-animal interactions have been *** gain insight into the novel H5 subtype AIVs(i.e.,H5N1,H5N6 and H5N8),we collected 6102 samples from various regions of China between January 2021 and September 2022,and identified 41 H5Nx *** analyses on the evolution and biological properties of these isolates were *** analysis revealed that the 41 H5Nx strains belonged to clade 2.***.4.4b,with 13 related to H5N1,19 to H5N6,and 9 to *** based on global 2.***.4.4b viruses showed that all the viruses described in this study were likely originated from H5N8,exhibiting a heterogeneous evolutionary history between H5N1 and H5N6 during 2015–2022 worldwide.H5N1 showed a higher rate of evolution in 2021–2022 and more sites under positive selection pressure in 2015–*** antigenic profiles of the novel H5N1 and H5N6 exhibited notable *** hemagglutination inhibition assay suggested that some A(H5N1)viruses may be antigenically distinct from the circulating H5N6 and H5N8 *** challenge assays demonstrated that the H5N8 virus(21GD001_H5N8)displayed the highest pathogenicity in mice,followed by the H5N1 virus(B1557_H5N1)and then the H5N6 virus(220086_H5N6),suggesting a heterogeneous virulence profile of H5 AIVs in the mammalian *** on the above results,we speculate that A(H5N1)viruses have a higher risk of emergence in the ***,these findings unveil a new landscape of different evolutionary history and biological characteristics of novel H5 AIVs in clade 2.***.4.4b,contributing to a better understanding of designing more effective strategies for the prevention and control of novel H5 AIVs.

关键词： Avian influenza virus(AIV) H5 subtypes AIVs Evolutionary Pathogenicity

Calycosin improves atherosclerosis by reshaping the interaction between the gut microbiome and bile acid metabolism

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Food Science and Human Wellness 2024年

作者： Jiaqi Fu Donghua Yu Yuqin Liang Xin Gao Yunhe shi Yu Wang Pingping Chen shumin Liu Fang Lu Institute of Traditional Chinese Medicine， Heilongjiang University of Chinese Medicine

Calycosin， Astragali Radix most prominent ingredient， has drawn more attention as a result of its ability to treat atherosclerosis(AS). However， the mechanism of action has not been fully elucidated. We investigated the effects of calycosin on bile acid (BA) metabolism and gut microbiome in ApoE-/-mice fed a high-fat diet (HFD). The data showed that the aorta of ApoE-/-mice treated with HFD showed significant atheromatous plaque formation and lipid accumulation， and the levels of TC， TG and LDL-C were significantly increased， while the levels of HDL-C were significantly decreased. Calycosin can substantially regulate lipid levels， thereby alleviating liver lipid deposition induced by atherosclerosis. In addition， 16S rRNA sequencing showed that calycosin treatment has reshaped the gut microbiota disturbed by HFD， in particular， increasing the ratio of Bacteroidetes/Firmicutes， and improving the relative abundance of Bilophila， Desulfovibrio， Bacteroides， Lactobacillus， etc. Meanwhile， targeted metabolomics analysis showed that calycosin treatment significantly modulated CDCA， TCA， LCA， DCA， TDCA and bile acid pool composition， which were associated with atherosclerotic plaque areas. In addition， calycosin treatment also down-regulated FXR protein levels and up-regulated CYP7A1 protein levels in the hepatic. At the same time， calycosin inhibits the ileum FXR/TGR5 signaling pathway， inhibits BA reabsorption， promotes BA excretion， and reduces hepatic cholesterol accumulation by enterohepatic circulation. In addition， we found that calycosin significantly promoted the expression of hepatic ABCA1 and ABCG1 to mediate cholesterol efflux. Meanwhile， calycosin regulates gut microbiota， and Bacteroides， Alistipes， Desulfovibrio， Lactobacillus， Bilophila and Odoribacter are closely related to specific BAs. This enables us to further understand the relationship between BA metabolism and gut microbiota. Calycosin may reduce high-fat diet-induced hepatic cholesterol accumulatio

关键词：