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When Software Security Meets Large Language Models:A Survey 被引量:1
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作者 Xiaogang Zhu Wei Zhou +3 位作者 Qing-Long Han Wanlun Ma Sheng Wen Yang Xiang 《IEEE/CAA Journal of Automatica Sinica》 2025年第2期317-334,共18页
Software security poses substantial risks to our society because software has become part of our life. Numerous techniques have been proposed to resolve or mitigate the impact of software security issues. Among them, ... Software security poses substantial risks to our society because software has become part of our life. Numerous techniques have been proposed to resolve or mitigate the impact of software security issues. Among them, software testing and analysis are two of the critical methods, which significantly benefit from the advancements in deep learning technologies. Due to the successful use of deep learning in software security, recently,researchers have explored the potential of using large language models(LLMs) in this area. In this paper, we systematically review the results focusing on LLMs in software security. We analyze the topics of fuzzing, unit test, program repair, bug reproduction, data-driven bug detection, and bug triage. We deconstruct these techniques into several stages and analyze how LLMs can be used in the stages. We also discuss the future directions of using LLMs in software security, including the future directions for the existing use of LLMs and extensions from conventional deep learning research. 展开更多
关键词 Large language models(LLMs) software analysis software security software testing
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基于Language Testing(2008~2018)的效度研究热点综述
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作者 柴省三 王艺锜 《考试研究》 2019年第5期60-67,共8页
效度是语言测试最核心的要求之一。本文对2008年至2018年刊登在国际语言测试领域最权威的学术期刊Language Testing上的与效度有关的所有研究论文进行了综合性文献分析。通过归纳发现:在以往的10年中,语言测试效度研究主要集中在口语测... 效度是语言测试最核心的要求之一。本文对2008年至2018年刊登在国际语言测试领域最权威的学术期刊Language Testing上的与效度有关的所有研究论文进行了综合性文献分析。通过归纳发现:在以往的10年中,语言测试效度研究主要集中在口语测试效度研究、评分者效度研究、测试的预测与诊断功能效度研究、基于逻辑分析与统计技术的效度验证、效度与公平性关系的理论探讨、基于新技术测试的效度考察以及特殊类型测试量表的开发与测试效度验证等7个方面。研究结果期望对我国基于'中国英语能力等级量'(CSE)的各类英语测试的开发、效验,以及针对来华留学生的各类汉语作为第二语言测试的开发、效验理论和实践提供些许启发,从而推动国内的语言测试效度研究向着纵深发展。 展开更多
关键词 语言测试 效度 language testing 教育测量
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Analysis of CET3 Based on Language Testing
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作者 张忠魁 《语言与文化研究》 2008年第2期104-107,共4页
In this paper,some basic theories and terms of language testing,like types of language tests and qualities of good tests were briefly discussed.Then CET3(College English Test Band3) in Beijing was analyzed from three ... In this paper,some basic theories and terms of language testing,like types of language tests and qualities of good tests were briefly discussed.Then CET3(College English Test Band3) in Beijing was analyzed from three perspectives:design principles,item formats and test content. In the end,some suggestions were given to improve this test. 展开更多
关键词 language testing CET3 RELIABILITY validity
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A Study of the English Oral Tests in Light of the Communicative Language Testing Theory
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作者 张鑫 《海外英语》 2013年第1X期121-122,124,共3页
Speaking,as a productive skill,is a priority for many foreign-language learners.They often evaluate their success in language learning on the basis of how much they feel they have improved in their spoken language pro... Speaking,as a productive skill,is a priority for many foreign-language learners.They often evaluate their success in language learning on the basis of how much they feel they have improved in their spoken language proficiency.Consequently,testing of oral skills has hardly been neglected in college English examination.The communicative testing theory in 1970s greatly influenced language testing,especially the oral tests.This essay briefly explores the theory of communicative language testing and discusses the methods of TOEFL oral test and college English oral test and proposes ways to the latter one for further improve ment. 展开更多
关键词 COMMUNICATIVE language test TOEFL COLLEGE ENGLISH
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An Analysis of the CET English Writing Tests from the Perspective of Language Testing
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作者 李丽娜 《海外英语》 2014年第3X期101-102,106,共3页
This article is mainly talked about CET English writing tests from the perspective of language testing.Writing tests designed to test the language proficiency,have direct and integrative characteristics.Writing requir... This article is mainly talked about CET English writing tests from the perspective of language testing.Writing tests designed to test the language proficiency,have direct and integrative characteristics.Writing requires the candidates to use language accurately,fluently and appropriately. 展开更多
关键词 language testing CET WRITING ABILITY
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Questionnaire Survey Research on CET-4 Writing Section in Light of Communicative Language Testing
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作者 杨维秀 《海外英语》 2019年第8期125-126,共2页
This paper is to investigate whether the CET-4 writing section has positive effect in terms of Communicative Language Testing.The questionnaire survey method is adopted to carry out the research to collect data.It is ... This paper is to investigate whether the CET-4 writing section has positive effect in terms of Communicative Language Testing.The questionnaire survey method is adopted to carry out the research to collect data.It is concluded that currently the CET-4 writing section has certain harmful effect upon English learning of college non-English major students.Further reforms and improvement from the perspective of communicative language testing concerning the scoring criteria and the design of the task should be the focus of the future. 展开更多
关键词 CET-4 WRITING COMMUNICATIVE language testing
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Interpretation of Key Concepts in Language Testing: Validity, Validation and Reliability
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作者 黄丽娜 《海外英语》 2013年第21期262-263,共2页
Language testing is an important link in language teaching,in this paper,the two important criteria of language test the reliability and validity has carried on the detailed elaboration,in order to a language teacher ... Language testing is an important link in language teaching,in this paper,the two important criteria of language test the reliability and validity has carried on the detailed elaboration,in order to a language teacher proposition and evaluation test more scientific. 展开更多
关键词 language testing STANDARD RELIABILITY validity
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A Brief Discussion on Communicative Language Testing
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作者 廖晓莉 《海外英语》 2014年第4X期232-234,238,共4页
This paper shows some points of view on communicative language ability and issues of processing an effective communicative language test. Different considerations are given in different stages both from aspects of val... This paper shows some points of view on communicative language ability and issues of processing an effective communicative language test. Different considerations are given in different stages both from aspects of validity and reliability. All the processes are involved in considering the characteristics of communicative language test and special needs from communicative language ability. Different from other kinds of tests, it pays much more attention to context, precision measurement and criterion. 展开更多
关键词 COMMUNICATIVE language testing
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Testing Speaking Skill with Help of Language Lab or Computer
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作者 韩美竹 《邢台职业技术学院学报》 2005年第6期40-41,共2页
Speaking skill is an important component in the student’s communicative competence.The testing of this skill is indispensable with its functions of providing useful feedback and motivating students.Where direct face-... Speaking skill is an important component in the student’s communicative competence.The testing of this skill is indispensable with its functions of providing useful feedback and motivating students.Where direct face-to-face oral test is impossible when large number of candidates involved,language lab or computer can be used to carry out various testing tasks in the evaluation of the students’ oral communicative competence. 展开更多
关键词 高校 英语教学 教学语言 计算机辅助教学 会话教学
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A Modeling Language Based on UML for Modeling Simulation Testing System of Avionic Software 被引量:2
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作者 WANG Lize LIU Bin LU Minyan 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2011年第2期181-194,共14页
With direct expression of individual application domain patterns and ideas,domain-specific modeling language(DSML) is more and more frequently used to build models instead of using a combination of one or more gener... With direct expression of individual application domain patterns and ideas,domain-specific modeling language(DSML) is more and more frequently used to build models instead of using a combination of one or more general constructs.Based on the profile mechanism of unified modeling language(UML) 2.2,a kind of DSML is presented to model simulation testing systems of avionic software(STSAS).To define the syntax,semantics and notions of the DSML,the domain model of the STSAS from which we generalize the domain concepts and relationships among these concepts is given,and then,the domain model is mapped into a UML meta-model,named UML-STSAS profile.Assuming a flight control system(FCS) as system under test(SUT),we design the relevant STSAS.The results indicate that extending UML to the simulation testing domain can effectively and precisely model STSAS. 展开更多
关键词 AVIONICS HARDWARE-IN-THE-LOOP test facilities META-MODEL UML profile domain-specific modeling language abstract state machine
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Communicative Language Testing of Speaking 被引量:1
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作者 姚小菊 《西部经济管理论坛》 2007年第2期61-64,共4页
Testing speaking ability offers plenty of scope for meeting the criteria for communicative testing.The article describes the model of CLA,analyzes basic factors involved in speaking competence,discusses what is a comm... Testing speaking ability offers plenty of scope for meeting the criteria for communicative testing.The article describes the model of CLA,analyzes basic factors involved in speaking competence,discusses what is a communicative language test of speaking,and suggests some factors that should be taken into consideration when designing a communicative language test of speaking. 展开更多
关键词 COMMUNICATIVE language ABILITY testing SPEAKING
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Symbiosis of language testing and language teaching:The journey of the 37^(th) Language Testing Research Colloquium( LTRC 2015) in Toronto,Canada 被引量:1
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作者 Liying Cheng 《外语测试与教学》 2015年第4期1-18,共18页
The 37th Language Testing Research Colloquium(LTRC 2015①)was held at Eaton Chelsea Hotel in Toronto Canada during March 16-20,2015.The first two days of March 16-17 were preconference workshop days with March 18-20 a... The 37th Language Testing Research Colloquium(LTRC 2015①)was held at Eaton Chelsea Hotel in Toronto Canada during March 16-20,2015.The first two days of March 16-17 were preconference workshop days with March 18-20 as the three main conference days.More than 300 participants from 27 countries and regions joined the conference.The top numbers of the 展开更多
关键词 in Toronto Canada LTRC 2015 language testing Research Colloquium Symbiosis of language testing and language teaching th
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Reflections on Language Testing——From the Perspective of Professional Training for Test Writers
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作者 潘爱琳 《语言与文化研究》 2008年第1期151-155,共5页
This paper aims to talk about the superficial reflections on language testing from the perspective of professional training for test writers,to qualify test writers with basic testing theories,to make the test valid a... This paper aims to talk about the superficial reflections on language testing from the perspective of professional training for test writers,to qualify test writers with basic testing theories,to make the test valid and reliable,to help improve educational reform and language teaching,to fully conform to the standards set by syllabus. 展开更多
关键词 language testing PROFESSIONAL training test WRITER
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Modem Development of Language Testing
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作者 LIANG Jing 《International English Education Research》 2015年第10期109-111,共3页
This paper primarily focuses on the major development of language testing since 1980s. Critical to testing is me concept of language proficiency or ability which consists two components of language competence (or lan... This paper primarily focuses on the major development of language testing since 1980s. Critical to testing is me concept of language proficiency or ability which consists two components of language competence (or language knowledge) and strategic competence. A communicative approach to testing is demanding to catch up with the new teaching concept and to measure a learner' s cornmunicative competence. Communicative language tests are intended to measure people' s ability to use language communicatively in a variety of real life situations. 展开更多
关键词 language testing communicative language tests AUTHENTICITY validity reliability and practicality
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Language, Language Teaching and Language Testing 被引量:3
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作者 Wu Wenhua(Suihua Teachers’ College Suihua Heilongjiang 152061) 《绥化师专学报》 2002年第4期79-83,共5页
Departing from a brief presentation of the various views of language, this article elaborates the influence of views of language on language teaching and language testing. This will help us have background knowledge o... Departing from a brief presentation of the various views of language, this article elaborates the influence of views of language on language teaching and language testing. This will help us have background knowledge on language teaching and language testing. 展开更多
关键词 高校 英语教学 英语测试 背景知识
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The Developmental Movements of Language Testing and the Necessity of Communicative Approach
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作者 刘小策 《海外英语》 2016年第2期224-226,共3页
The relationship between language testing and language teaching is said to be inseparably interconnected and act together.Language testing has been unceasingly improving itself responding to the requirements of langua... The relationship between language testing and language teaching is said to be inseparably interconnected and act together.Language testing has been unceasingly improving itself responding to the requirements of language teaching so as to improve testees’language ability.From the prescientific movement to the now newest communicative movement,four main approaches to testing have its pros and cons in achieving the reliability and validity of testing.By them,we can see communicative approach is of necessity to become the milestone of language 展开更多
关键词 language testing language TEACHING COMMUNICATIVE language COMPETENCE
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The Impact of Language Testing on Language Teaching
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作者 罗宏 《海外英语》 2011年第2X期16-17,共2页
Language testing is of great value in language teaching. This paper is intended to deal with its washback effects in the following aspects. On one hand, it explores the impacts of language testing on objects invovled.... Language testing is of great value in language teaching. This paper is intended to deal with its washback effects in the following aspects. On one hand, it explores the impacts of language testing on objects invovled. On the other hand, it directs at the positive and negative washback effects of testing on language teaching. 展开更多
关键词 language testing POSITIVE IMPACT NEGATIVE IMPACT language TEACHING
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A Review on Language Testing Washback
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作者 陈琳 《海外英语》 2014年第22期62-63,66,共3页
On the basis of the definition and theories of language testing washback,this paper briefly introduces the empirical studies on the washback of language testing at home and abroad,and then proposes the advice and sugg... On the basis of the definition and theories of language testing washback,this paper briefly introduces the empirical studies on the washback of language testing at home and abroad,and then proposes the advice and suggestions on research trend of language testing washback. 展开更多
关键词 language testing washback TEACHING and LEARNING
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