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Enhancing Relational Triple Extraction in Specific Domains:Semantic Enhancement and Synergy of Large Language Models and Small Pre-Trained Language Models
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作者 Jiakai Li Jianpeng Hu Geng Zhang 《Computers, Materials & Continua》 SCIE EI 2024年第5期2481-2503,共23页
In the process of constructing domain-specific knowledge graphs,the task of relational triple extraction plays a critical role in transforming unstructured text into structured information.Existing relational triple e... In the process of constructing domain-specific knowledge graphs,the task of relational triple extraction plays a critical role in transforming unstructured text into structured information.Existing relational triple extraction models facemultiple challenges when processing domain-specific data,including insufficient utilization of semantic interaction information between entities and relations,difficulties in handling challenging samples,and the scarcity of domain-specific datasets.To address these issues,our study introduces three innovative components:Relation semantic enhancement,data augmentation,and a voting strategy,all designed to significantly improve the model’s performance in tackling domain-specific relational triple extraction tasks.We first propose an innovative attention interaction module.This method significantly enhances the semantic interaction capabilities between entities and relations by integrating semantic information fromrelation labels.Second,we propose a voting strategy that effectively combines the strengths of large languagemodels(LLMs)and fine-tuned small pre-trained language models(SLMs)to reevaluate challenging samples,thereby improving the model’s adaptability in specific domains.Additionally,we explore the use of LLMs for data augmentation,aiming to generate domain-specific datasets to alleviate the scarcity of domain data.Experiments conducted on three domain-specific datasets demonstrate that our model outperforms existing comparative models in several aspects,with F1 scores exceeding the State of the Art models by 2%,1.6%,and 0.6%,respectively,validating the effectiveness and generalizability of our approach. 展开更多
关键词 Relational triple extraction semantic interaction large language models data augmentation specific domains
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A FORMAL SPECIFICATION LANGUAGE FOR DYNAMIC STRAND SPACE MODEL
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作者 LIU Dong-xi(刘东喜) +3 位作者 LI Xiao-yong(李晓勇) BAI Ying-cai(白英彩) 《Journal of Shanghai Jiaotong university(Science)》 EI 2002年第1期23-25,35,共4页
Specification language is used to provide enough information for the model of the cryptographic protocol. This paper first extends strand space model to dynamic strand model, and then a formal specification language f... Specification language is used to provide enough information for the model of the cryptographic protocol. This paper first extends strand space model to dynamic strand model, and then a formal specification language for this model is defined by using BNF grammar. Compared with those in literatures, it is simpler because of only concerning the algebraic properties of cryptographic protocols. 展开更多
关键词 DYNAMIC STRAND SPACE CRYPTOGRAPHIC protocols FORMAL specification language
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Real-Time Data and Visualization Monitoring of Computer Numerical Control Machine Tools Based on Hyper Text Markup Language 5
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作者 WU Yan XIAO Lijun +2 位作者 DING Xiaoying WANG Bing ZHANG Jieren 《Journal of Donghua University(English Edition)》 EI CAS 2019年第3期261-266,共6页
In order to ensure the safety,quality and efficiency of computer numerical control(CNC)machine tool processing,a real-time monitoring and visible solution for CNC machine tools based on hyper text markup language(HTML... In order to ensure the safety,quality and efficiency of computer numerical control(CNC)machine tool processing,a real-time monitoring and visible solution for CNC machine tools based on hyper text markup language(HTML)5 is proposed.The characteristics of the real-time monitoring technology of CNC machine tools under the traditional Client/Server(C/S)structure are compared and analyzed,and the technical drawbacks are proposed.Web real-time communication technology and browser drawing technology are deeply studied.A real-time monitoring and visible system for CNC machine tool data is developed based on Metro platform,combining WebSocket real-time communication technology and Canvas drawing technology.The system architecture is given,and the functions and implementation methods of the system are described in detail.The practical application results show that the WebSocket real-time communication technology can effectively reduce the bandwidth and network delay and save server resources.The numerical control machine data monitoring system can intuitively reflect the machine data,and the visible effect is good.It realizes timely monitoring of equipment alarms and prompts maintenance and management personnel. 展开更多
关键词 computer numerical control(CNC) machine tools real-time MONITORING VISUALIZATION hyper text MARKUP language(HTML)5 WebSocket CANVAS
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Specifying Requirements of Real-Time System with Rules and Templates 被引量:8
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作者 Wu Guo-qing Xiao Hai-feng +1 位作者 Zheng Pen Ying Shi 《Wuhan University Journal of Natural Sciences》 EI CAS 2000年第3期278-284,共7页
This paper presents a model specifying requirements of real-time systems. Different from existing researches, this model mainly uses rules and templates to represent hierarchical FSMs (Finite State Machine). In this m... This paper presents a model specifying requirements of real-time systems. Different from existing researches, this model mainly uses rules and templates to represent hierarchical FSMs (Finite State Machine). In this model, one rule corresponds to one state transition of FSM and one template corresponds to one FSM. Rules and information with respect to a FSM can be written in a template. So templates include not only state diagrams, but also information that can not be described by FSM, such as performance requirements. The specification using this model consists of a collection of templates and it is easy for users to understand and to review. After introduced the related researches and principles of the model, this paper specifies requirements of a real-time system with this model, and discusses characters of this model in the end. 展开更多
关键词 requirements specification model requirements specification real-time system finite state machine
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Translating Interdisciplinary Research on Language Learning into Identifying Specific Learning Disabilities in Verbally Gifted and Average Children and Youth
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作者 Ruby Dawn Lyman Elizabeth Sanders +1 位作者 Robert D. Abbott Virginia W. Berninger 《Journal of Behavioral and Brain Science》 2017年第6期227-246,共20页
The current research was grounded in prior interdisciplinary research that showed cognitive ability (verbal ability for translating cognitions into oral language) and multiple-working memory endophenotypes (behavioral... The current research was grounded in prior interdisciplinary research that showed cognitive ability (verbal ability for translating cognitions into oral language) and multiple-working memory endophenotypes (behavioral markers of genetic or brain bases of language learning) predict reading and writing achievement in students with and without specific learning disabilities in written language (SLDs-WL). Results largely replicated prior findings that verbally gifted with dyslexia score higher on reading and writing achievement than those with average verbal ability but not on endophenotypes. The current study extended that research by comparing those with and without SLDs-WL with assessed verbal ability held constant. The verbally gifted without SLDs-WL (n = 14) scored higher than the verbally gifted with SLDs-WL (n = 27) on six language skills (oral sentence construction, best and fastest handwriting in copying, single real word oral reading accuracy, oral pseudoword reading accuracy and rate) and four endophenotypes (orthographic and morphological coding, orthographic loop, and switching attention). The verbally average without SLDs-WL (n = 6) scored higher than the verbally average with SLDs-WL (n = 22) on four language skills (best and fastest hand-writing in copying, oral pseudoword reading accuracy and rate) and two endophenotypes (orthographic coding and orthographic loop). Implications of results for translating interdisciplinary research into flexible definitions for assessment and instruction to serve students with varying verbal abilities and language learning and endophenotype profiles are discussed along with directions for future research. 展开更多
关键词 Defining specifIC LEARNING DISABILITIES (SLDs) Diagnosing specifIC LEARNING DISABILITIES in Written language (SLDs-WL) Verbal GIFTEDNESS Multi-Component Working Memory ENDOPHENOTYPES language LEARNING Mechanism Translation Science for Diagnosis of SLDs
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Evaluation of XIS-Mobile, a Domain Specific Language for Mobile Application Development
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作者 André Ribeiro Alberto Rodrigues da Silva 《Journal of Software Engineering and Applications》 2014年第11期906-919,共14页
The great evolution of the mobile market during the last years caused some fragmentation of the mobile platforms namely through the existence of different programming languages and software development tools for each ... The great evolution of the mobile market during the last years caused some fragmentation of the mobile platforms namely through the existence of different programming languages and software development tools for each platform. This fact can be an obstacle and increases the development complexity and costs when we want to develop mobile applications for multiple platforms. The XIS-Mobile domain specific language (defined as a UML profile) and its MDD-based framework address this problem by proposing platform-independent models to describe mobile applications and from them automatically generate the application’s source code. Many issues arose during an iterative process of evaluation which originated changes and the evolution of XIS-Mobile. This paper presents the results of the evaluation of XIS-Mobile (both the language and the companion framework) obtained through the implementation of a case study and by conducting a user session, and discusses its benefits and challenges. 展开更多
关键词 EVALUATION of XIS-Mobile a DOMAIN specific language for MOBILE Application Development
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Understanding Differences between Everyday Language and Discipline-specific Language and the Implications for CLIL
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作者 王苇 《海外英语》 2013年第12X期267-268,共2页
In Content and Language Integrated Learning, one key issue is the differentiation between content area language (discipline-specific language) and everyday language and how the linguistic and competence gap can be bri... In Content and Language Integrated Learning, one key issue is the differentiation between content area language (discipline-specific language) and everyday language and how the linguistic and competence gap can be bridged. Language is the conveyor of meanings and it functions differently when the context that it is embedded in changes. In everyday language, frequently-encountered objects and concepts are present and the understanding of an idea is supported with abundant contextual clues. However, academic language is, in a sense, de-contextualized, in other words, context-reduced (Cummins, 2000). Notable features of academic language are high density of meanings, high level of formality, different syntactic structures from familiar and simpler everyday language, and discipline-specific terminology also poses great challenges to the comprehension. This paper will examine the differences between everyday language and the language of particular disciplines and the nature of discipline-specific language features. Drawn from the analysis, pedagogical suggestions are presented with reference to the teaching strategies and ways to bridge the gap. In addition, educational implications for CLIL will also be briefly discussed in the final section. 展开更多
关键词 CLIL discipline-specific language EVERYDAY languag
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Survivability Specification Framework for Dependability-Functionality Codesign of ERTS 被引量:1
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作者 JINYong-xian 《Wuhan University Journal of Natural Sciences》 EI CAS 2005年第1期75-78,共4页
In ordet to maintain the dependability of system and meet the functional needof users dtsire, this paper introduces a survivability mechanism into embedded real-time system,and proposes a general comprehensive, approa... In ordet to maintain the dependability of system and meet the functional needof users dtsire, this paper introduces a survivability mechanism into embedded real-time system,and proposes a general comprehensive, approach based on a rigorous definition of survivability. Thisapproach permits a trade-off between the function and the cost of system development. It emphasizesthe ultradependable implementation of crucial function without demanding that of entire system. 展开更多
关键词 ERIS (embedded real-time systems) dependability-functionality codesign SURVIVABILITY specification
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Research on the Application of Formative Evaluation in Teaching Foreign Language in Colleges and Universities 被引量:1
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作者 Chunhua Fu 《Journal of Contemporary Educational Research》 2020年第1期39-43,共5页
Formative evaluation is relatively more scientific and accurate as compared to traditional teaching evaluation.Formative evaluation is a method of professional evaluation of students’learning process,which is very im... Formative evaluation is relatively more scientific and accurate as compared to traditional teaching evaluation.Formative evaluation is a method of professional evaluation of students’learning process,which is very important in the entire course of teaching.In the actual teaching process,formative evaluation can better help teachers understand the situation of students,and take effective improvement measures to address the problems existing in the process of learning.As a contribution to the teaching of foreign languages in the colleges and universities,this paper will start with an introduction of formative evaluation,and then the application of formative evaluation in teaching. 展开更多
关键词 FORMATIVE evaluation FOREIGN language TEACHING specifIC application
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DEPICT:A High-level Formal Language for Modeling Constraint Satisfaction Problems
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作者 Abdulwahed M.Abbas Edward P.K.Tsang Ahmad H.Nasri 《International Journal of Automation and computing》 EI 2008年第2期208-216,共9页
The past decade witnessed rapid development of constraint satisfaction technologies, where algorithms are now able to cope with larger and harder problems. However, owing to the fact that constraints are inherently de... The past decade witnessed rapid development of constraint satisfaction technologies, where algorithms are now able to cope with larger and harder problems. However, owing to the fact that constraints are inherently declarative, attention is quickly turning toward developing high-level programming languages within which such problems can be modeled and also solved. Along these lines, this paper presents DEPICT, the language. Its use is illustrated through modeling a number of benchmark examples. The paper continues with a description of a prototype system within which such models may be interpreted. The paper concludes with a description of a sample run of this interpreter showing how a problem modeled as such is typically solved. 展开更多
关键词 Constraint satisfaction problems (CSPs) and languages formal specifications typed predicate calculus language interpreter
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A Requirements Engineering Environment for Embedded Real-Time Software—SREE
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作者 LI Yonghua SHU Fengdi +1 位作者 WU Guoqing LIANG Zhengping 《Wuhan University Journal of Natural Sciences》 CAS 2006年第3期533-538,共6页
The paper presents the embedded real-time software-oriented requirements engineering environment—SREZ. It involves the whole process of software requirements engineering, including the definition, analysis and checki... The paper presents the embedded real-time software-oriented requirements engineering environment—SREZ. It involves the whole process of software requirements engineering, including the definition, analysis and checking of requirements ,specifications. We first explain the principles of the executable specification language RTRSM. Subsequently, we introduce the main functions of SREE, illustrate the methods and techniques of checking requirements specifications, especially how to perform simulation execution, combining prototyping method with RTRSM and animated representations. At last, we compare the SREE with other requirements specifications methods and make a summary for SREE's advantages. 展开更多
关键词 embedded real-time system requirements specification requirements verification simulation execution
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Establishment of a Real-time Fluorescent Quantitative PCR Assay for Detection of Genetically Modified Maize Line MON88017
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作者 Jun SONG Dong WANG 《Agricultural Biotechnology》 CAS 2017年第1期15-19,22,共6页
In order to improve the standardized technical systems of quantitative analyses for genetically modified organisms (GMOs) and products, ensure bio-safety and reduce ecological risk in China, a real-time fluorescent ... In order to improve the standardized technical systems of quantitative analyses for genetically modified organisms (GMOs) and products, ensure bio-safety and reduce ecological risk in China, a real-time fluorescent quantitative PCR assay was established for detection of genetically modified maize line MON88017. The established method was evaluated based on the specificity, sensitivity, accuracy and measurement uncertainty. The results showed that the established method had strong specificity in detection of genetically modified maize line MON88017. 1.50% MON88017 sample was detected with 29 replica- tions. The average measured value ( 1. 541% ) was close to the actual value ( 1.50% ) and the relative deviation was 2.70%. The variation coefficient of the measured value was 0.110 g ; the recovery was 100.00% and the measurement uncertainty was 0. 096. The limit of detection for genetically modified maize line MON88017 with the established method was 5 copies at the 97.5% confidence level. Thus, the real-time fluorescent quantitative PCR assay established in this study exhibited high specificity, accuracy and sensitivity, which could provide technical support for the safety supervision of genetically modified organ- isms and products in China. 展开更多
关键词 Genetically modified maize real-time fluorescent quantitative PCR specifICITY Sensitivity ACCURACY Measurement uncertainty
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THE Z SPECIFICATION DEPENDENCE GRAPH
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作者 WuFangjun YiTong 《Journal of Electronics(China)》 2005年第2期201-204,共4页
The lack of existing solutions makes it really hard to understand formal specification languages since the application domain for representations is useful for the purpose of carrying out certain software engineering ... The lack of existing solutions makes it really hard to understand formal specification languages since the application domain for representations is useful for the purpose of carrying out certain software engineering operations such as slicing and the computation of program metrics.A Z specification dependence graph is presented in this letter. It draws on the strengths of a range of earlier works and adapts them, if necessary, to the Z language. 展开更多
关键词 Program Dependence Graph(PDG) System Dependence Graph(SDG) Formal specification language
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Intelligent Agent Based Mapping of Software Requirement Specification to Design Model
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作者 Emdad Khan Mohammed Alawairdhi 《Journal of Software Engineering and Applications》 2013年第12期630-637,共8页
Automatically mapping a requirement specification to design model in Software Engineering is an open complex problem. Existing methods use a complex manual process that use the knowledge from the requirement specifica... Automatically mapping a requirement specification to design model in Software Engineering is an open complex problem. Existing methods use a complex manual process that use the knowledge from the requirement specification/modeling and the design, and try to find a good match between them. The key task done by designers is to convert a natural language based requirement specification (or corresponding UML based representation) into a predominantly computer language based design model—thus the process is very complex as there is a very large gap between our natural language and computer language. Moreover, this is not just a simple language conversion, but rather a complex knowledge conversion that can lead to meaningful design implementation. In this paper, we describe an automated method to map Requirement Model to Design Model and thus automate/partially automate the Structured Design (SD) process. We believe, this is the first logical step in mapping a more complex requirement specification to design model. We call it IRTDM (Intelligent Agent based requirement model to design model mapping). The main theme of IRTDM is to use some AI (Artificial Intelligence) based algorithms, semantic representation using Ontology or Predicate Logic, design structures using some well known design framework and Machine Learning algorithms for learning over time. Semantics help convert natural language based requirement specification (and associated UML representation) into high level design model followed by mapping to design structures. AI method can also be used to convert high level design structures into lower level design which then can be refined further by some manual and/or semi automated process. We emphasize that automation is one of the key ways to minimize the software cost, and is very important for all, especially, for the “Design for the Bottom 90% People” or BOP (Base of the Pyramid People). 展开更多
关键词 Software Engineering Artificial Intelligence Ontology INTELLIGENT Agent Requirements specification Requirements MODELING Design MODELING Semantics Natural language Understanding Machine Learning Universal MODELING language (UML) ICT (Information and Communication Technology and BOP (Base of the PYRAMID People)
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The Practical Study of ESP Theory in Professional Foreign Language Teaching
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作者 HAN Caihong 《International English Education Research》 2018年第1期21-23,共3页
With the rapid development of economic globalization, foreign language talents who are cultivated by general foreign language teaching should meet the requirements of the international development strategy. Therefore,... With the rapid development of economic globalization, foreign language talents who are cultivated by general foreign language teaching should meet the requirements of the international development strategy. Therefore, it is of great importance to promote foreign language teaching quality. In this paper, we discuss how to fully utilize the English for Specific Purposes (ESP) theory to enhance professional foreign language teaching quality. ESP refers to a type of teaching concept or approach as the counterpart of English for General Purposes (EGP), which contains a vast range of aspects. Particularly, we propose two English course design methods based on the ESP theory, that is, 1) language centered curriculum design, and 2) learning centered curriculum design. Finally, experimental results demonstrate that the proposed method can significantly improve teaching quality. 展开更多
关键词 English for specific Purposes language teaching Course design High education
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A Decision Support Framework for the Choice of Languages and Methods for the Design of Real Time Embedded Systems
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作者 Valéry M. Monthe Laurent Nana +1 位作者 Georges E. Kouamou Claude Tangha 《Journal of Software Engineering and Applications》 2016年第7期353-397,共45页
The choice of methods or design languages is a crucial phase in the development of systems and software, also for real time and embedded systems. An open question that remains in the design of these types of systems i... The choice of methods or design languages is a crucial phase in the development of systems and software, also for real time and embedded systems. An open question that remains in the design of these types of systems is to build a method, or to choose one among those existing, capable to cover the life cycle of a project, and particularly the development phases. This article contributes to answer the question, by proposing an approach based on a multi-criteria comparative study, of few languages and methods dedicated to the design of real time and embedded systems. The underlying objective of this work is to present to designers a wide range of approaches, and elements that can guide their choices. In order to reach this goal, we propose different comparison criteria. Each criterion is divided into sub-criteria, so that the designers can refine their choices according to the qualities they prefer and wish to have in the method or language. We also define a rating scale which is used to assess the retained languages and methods. The scores obtained from this assessment are presented in tables, one table per criterion, followed by a summary table giving the overall scores. Graphics built from these tables are provided and intend to facilitate the judgement and thus the choice of the designers. 展开更多
关键词 Design Method Modelling language real-time System Embedded System Comparison Criteria
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国别化中文教育视角下教师课堂教学研究 被引量:1
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作者 王海峰 韩晓明 《汉语学习》 CSSCI 北大核心 2024年第2期71-81,共11页
国际中文课堂教学效果与学习者的二语交际意愿密切相关。本文以国别化视角考察教师因素对日本学生汉语课堂交际意愿的影响。整体而言,教师的内在品质、课堂反馈和课堂管理三个维度的具体表现是影响日本学生交际意愿的主要因素。日本学... 国际中文课堂教学效果与学习者的二语交际意愿密切相关。本文以国别化视角考察教师因素对日本学生汉语课堂交际意愿的影响。整体而言,教师的内在品质、课堂反馈和课堂管理三个维度的具体表现是影响日本学生交际意愿的主要因素。日本学生整体与不同群体以及不同群体之间对具体教师行为的感知反应呈现出差异性,不同语言环境、性别和学习时长的日本学生对影响其交际意愿的教师因素接受度也不同。 展开更多
关键词 国别化 中文教育 教师课堂教学 日本学生 交际意愿
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普通话特殊型语言障碍儿童辖域指派的研究 被引量:1
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作者 何晓炜 邢雪明 《山东外语教学》 北大核心 2024年第3期45-58,共14页
有关正常儿童辖域指派的研究已取得不少成果,但到目前为止尚无研究关注特殊型语言障碍(SLI)儿童的辖域知识。本研究采用真值判断任务考察学龄前普通话SLI儿童处理全称量词和否定词的辖域关系的能力。结果表明,与正常发展儿童不同,SLI儿... 有关正常儿童辖域指派的研究已取得不少成果,但到目前为止尚无研究关注特殊型语言障碍(SLI)儿童的辖域知识。本研究采用真值判断任务考察学龄前普通话SLI儿童处理全称量词和否定词的辖域关系的能力。结果表明,与正常发展儿童不同,SLI儿童偏好全部否定解读,全称量词和否定词在句子表层结构的位置关系并不会对SLI儿童的辖域指派产生明显影响。本研究验证了“语义子集原则”同样适用于SLI儿童,并提出SLI儿童在句子层面也存在“部分量化缺失”的问题。研究发现可为普通话SLI儿童的鉴定和干预提供重要参考。 展开更多
关键词 特殊型语言障碍 辖域 语义子集原则 部分量化缺失
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基于模型驱动的密码算法可视化开发平台研究
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作者 肖超恩 刘昌俊 +2 位作者 董秀则 王建新 张磊 《密码学报(中英文)》 CSCD 北大核心 2024年第2期357-370,共14页
针对密码算法开发平台普适性差、无法跨平台的问题,本文采用模型驱动实现密码算法开发的方法,设计了一种基于模型驱动的密码算法可视化开发平台,提出了一种基于模型驱动的密码算法开发的领域语言—MCL密码元语言;实现了基于模型的代码... 针对密码算法开发平台普适性差、无法跨平台的问题,本文采用模型驱动实现密码算法开发的方法,设计了一种基于模型驱动的密码算法可视化开发平台,提出了一种基于模型驱动的密码算法开发的领域语言—MCL密码元语言;实现了基于模型的代码生成器和代码映射器.实验证明,该开发平台仅需要开发者拖拽图形块的操作就可以实现密码算法模型的建立,然后平台可以根据建立的密码算法模型生成不同编程环境下的代码.平台实现了C和python的代码映射器模块,密码算法模型可快速映射为C、python代码.平台有较好的实用性,开发者的密码算法实现过程简洁、高效,不同编程环境下的代码均可以通过平台自动生成,提高了密码算法实现的跨平台性. 展开更多
关键词 密码算法实现 模型驱动 领域专用语言(DSL) 代码生成技术
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日本中文教育发展述评
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作者 王璐 王春辉 《云南师范大学学报(哲学社会科学版)》 CSSCI 北大核心 2024年第4期46-56,共11页
文章通过历时分析、对比分析、文本分析等方法考察了日本中文教育的具体情况,发现:中文是日本诸多领域中的第二外语,但与作为第一外语的英语间存在显著差距;日本中文线上教学实践中,对线上教学模式基本持有肯定态度,偏好使用YouTube等... 文章通过历时分析、对比分析、文本分析等方法考察了日本中文教育的具体情况,发现:中文是日本诸多领域中的第二外语,但与作为第一外语的英语间存在显著差距;日本中文线上教学实践中,对线上教学模式基本持有肯定态度,偏好使用YouTube等视频教学资源。推进日本的中文教育发展,需要在客观把握当前中文教育发展实态的基础上,重视强化中文的领域语言价值,精准分析日本当下中文教育的本地化需求,大力推进中文教育的数字化发展。 展开更多
关键词 日本中文教育 领域语言价值 本地化需求 数字化 二语习得
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