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Implicit Learning and Explicit Learning in Second Language Vocabulary Acquisition
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作者 宋燕 王帅琪 《海外英语》 2019年第7期240-242,共3页
Implicit and explicit learning strategies of SL vocabulary acquisition are summarized based on precious studies and experiments. It is concluded that implicit learning strategies dolittlehelpto SL vocabulary acquisiti... Implicit and explicit learning strategies of SL vocabulary acquisition are summarized based on precious studies and experiments. It is concluded that implicit learning strategies dolittlehelpto SL vocabulary acquisition, but explicit learning strategies play a very important part in SL vocabulary acquisition. Besides, an assumption is proposed: the more obvious explicit learning is in vocabulary acquisition, the more words learners can acquire. It is hoped that this research has certain implications for SL learners and teaching. 展开更多
关键词 implicit learning explicit learning SL VOCABULARY ACQUISITION
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Implicit Feature Contrastive Learning for Few-Shot Object Detection
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作者 Gang Li Zheng Zhou +6 位作者 Yang Zhang Chuanyun Xu Zihan Ruan Pengfei Lv Ru Wang Xinyu Fan Wei Tan 《Computers, Materials & Continua》 2025年第7期1615-1632,共18页
Although conventional object detection methods achieve high accuracy through extensively annotated datasets,acquiring such large-scale labeled data remains challenging and cost-prohibitive in numerous real-world appli... Although conventional object detection methods achieve high accuracy through extensively annotated datasets,acquiring such large-scale labeled data remains challenging and cost-prohibitive in numerous real-world applications.Few-shot object detection presents a new research idea that aims to localize and classify objects in images using only limited annotated examples.However,the inherent challenge in few-shot object detection lies in the insufficient sample diversity to fully characterize the sample feature distribution,which consequently impacts model performance.Inspired by contrastive learning principles,we propose an Implicit Feature Contrastive Learning(IFCL)module to address this limitation and augment feature diversity for more robust representational learning.This module generates augmented support sample features in a mixed feature space and implicitly contrasts them with query Region of Interest(RoI)features.This approach facilitates more comprehensive learning of both intra-class feature similarity and inter-class feature diversity,thereby enhancing the model’s object classification and localization capabilities.Extensive experiments on PASCAL VOC show that our method achieves a respective improvement of 3.2%,1.8%,and 2.3%on 10-shot of three Novel Sets compared to the baseline model FPD. 展开更多
关键词 Few-shot learning object detection implicit contrastive learning feature mixing feature aggregation
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Implicit Learning and Explicit Learning in the Context of Teaching Chinese as a Foreign Language By Analyzing the Textbook Kuaile Hanyu
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作者 YU Le-le 《Sino-US English Teaching》 2015年第1期13-19,共7页
With the rising status of China in the world in the economic, political and cultural aspects, Teaching Chinese as a Foreign Language (TCFL) is becoming more and more prevalent across the world. Britain is the countr... With the rising status of China in the world in the economic, political and cultural aspects, Teaching Chinese as a Foreign Language (TCFL) is becoming more and more prevalent across the world. Britain is the country where the Chinese is taught and learnt earlier than other Western countries. Take the students in Confucius Institute of Newcastle University in UK for example, due to the students' different backgrounds and also different ages and language foundations, whether the Chinese teaching materials can meet their motivations and needs is a problem worth further investigation by Chinese language teachers. Therefore, concerning the leamers' different ages and cognitive ability, this paper aims to analyze the textbook named Kuaile Hanyu (Happy Chinese) in terms of its advantages and disadvantages, in hope to evaluate whether it is appropriate to different learners and propose a few suggestions for the Chinese materials in the future. Simultaneously, fi'om perspective of implicit learning and explicit learning, a tentative study is carried out on the influence of implicit and explicit leaming in TCFL context. 展开更多
关键词 Teaching Chinese as a Foreign Language (TCFL) TEXTBOOK implicit learning explicit learning
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Study on Implicit and Explicit Learning Theory in English Grammar Teaching
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作者 LIANG Rongxue 《International English Education Research》 2016年第12期47-50,共4页
The teachers use explicit learning in the traditional teaching of English grammar, which pays great attention to the master of grammar knowledge points. Nowadays, some English teachers excessively emphasize the import... The teachers use explicit learning in the traditional teaching of English grammar, which pays great attention to the master of grammar knowledge points. Nowadays, some English teachers excessively emphasize the importance of teaching grammar imperceptibly, but neglect to explain the rules of grammar. The diametrically isolation of implicit and explicit learning doesn't correspond with the English grammar teaching. So the teachers should combine the two learning styles in order to make the best use of them to teach English grammar. 展开更多
关键词 implicit learning explicit learning collaboration of implicit and explicit learning English grammar teaching
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The Influence of Implicit and Explicit Learning in English Education
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作者 罗小曼 《海外英语》 2012年第2X期281-282,共2页
It is very important to understand the differences and relationships between implicit learning and explicit learning no matter from the theoretical perspective or practical perspective. It would make the English teach... It is very important to understand the differences and relationships between implicit learning and explicit learning no matter from the theoretical perspective or practical perspective. It would make the English teaching in China more feasible and effective if these two kinds of learning patterns could be combined appropriately. Seen from the theoretical perspective, the logical explanation to different achievements made by implicit learners and explicit learners gives a significant inspiration for English teaching. Seen from the practical perspective, even a little child can master the mother tongue quickly while an adult seems to find it more difficult to be proficient of another language. In this paper, the author makes a tentative study on the influence of implicit and explicit learning in English teaching. This is a meaningful topic whether for the teaching material editors, English teachers or to the learners themselves. 展开更多
关键词 implicit learning explicit learning ENGLISH educat
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Implicit and Explicit Processes in Language Learning
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作者 WANG Huiwen 《外文科技期刊数据库(文摘版)教育科学》 2021年第2期178-182,共5页
It seems to be a common misconception that children's first language acquisition (Ll) and adults' second language acquisition (L2) are far from each other. Some studies on immigrants show that children of immi... It seems to be a common misconception that children's first language acquisition (Ll) and adults' second language acquisition (L2) are far from each other. Some studies on immigrants show that children of immigrant families who master new languages are more like locals than their parents. Of course, many adults can master a high level of second language. However, compared with the mother tongue (95%), the success rate of second language acquisition is only 5%, considering the children with language disorders. This phenomenon raises the question of the possibility and effectiveness of second language acquisition, especially for adults whose brains have been shaped by first language. 展开更多
关键词 LANGUAGE implicit learning explicit process
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A Teaching Case of Subject Clause Based on Implicit Learning
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作者 黎海英 《中学生英语》 2016年第42期17-18,共2页
The New English curriculum criteria suggest teaching English grammar based on the students’cognitive characteristics and emotional needs,helping them discover the rules and encouraging them to master the grammar by u... The New English curriculum criteria suggest teaching English grammar based on the students’cognitive characteristics and emotional needs,helping them discover the rules and encouraging them to master the grammar by using it.But due to the limited time in a lesson,many English teachers adopt a simple approach to teach grammar,in which students are required to memorize the rules first and then practice a lot.This approach is effec- 展开更多
关键词 A Teaching Case of Subject Clause Based on implicit learning
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Implicit Continuous User Authentication for Mobile Devices based on Deep Reinforcement Learning 被引量:1
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作者 Christy James Jose M.S.Rajasree 《Computer Systems Science & Engineering》 SCIE EI 2023年第2期1357-1372,共16页
The predominant method for smart phone accessing is confined to methods directing the authentication by means of Point-of-Entry that heavily depend on physiological biometrics like,fingerprint or face.Implicit continuou... The predominant method for smart phone accessing is confined to methods directing the authentication by means of Point-of-Entry that heavily depend on physiological biometrics like,fingerprint or face.Implicit continuous authentication initiating to be loftier to conventional authentication mechanisms by continuously confirming users’identities on continuing basis and mark the instant at which an illegitimate hacker grasps dominance of the session.However,divergent issues remain unaddressed.This research aims to investigate the power of Deep Reinforcement Learning technique to implicit continuous authentication for mobile devices using a method called,Gaussian Weighted Cauchy Kriging-based Continuous Czekanowski’s(GWCK-CC).First,a Gaussian Weighted Non-local Mean Filter Preprocessing model is applied for reducing the noise pre-sent in the raw input face images.Cauchy Kriging Regression function is employed to reduce the dimensionality.Finally,Continuous Czekanowski’s Clas-sification is utilized for proficient classification between the genuine user and attacker.By this way,the proposed GWCK-CC method achieves accurate authen-tication with minimum error rate and time.Experimental assessment of the pro-posed GWCK-CC method and existing methods are carried out with different factors by using UMDAA-02 Face Dataset.The results confirm that the proposed GWCK-CC method enhances authentication accuracy,by 9%,reduces the authen-tication time,and error rate by 44%,and 43%as compared to the existing methods. 展开更多
关键词 Deep reinforcement learning gaussian weighted non-local meanfilter cauchy kriging regression continuous czekanowski’s implicit continuous authentication mobile devices
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A critical evaluation of deep-learning based phylogenetic inference programs using simulated datasets
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作者 Yixiao Zhu Yonglin Li +2 位作者 Chuhao Li Xing-Xing Shen Xiaofan Zhou 《Journal of Genetics and Genomics》 2025年第5期714-717,共4页
Inferring phylogenetic trees from molecular sequences is a cornerstone of evolutionary biology.Many standard phylogenetic methods(such as maximum-likelihood[ML])rely on explicit models of sequence evolution and thus o... Inferring phylogenetic trees from molecular sequences is a cornerstone of evolutionary biology.Many standard phylogenetic methods(such as maximum-likelihood[ML])rely on explicit models of sequence evolution and thus often suffer from model misspecification or inadequacy.The on-rising deep learning(DL)techniques offer a powerful alternative.Deep learning employs multi-layered artificial neural networks to progressively transform input data into more abstract and complex representations.DL methods can autonomously uncover meaningful patterns from data,thereby bypassing potential biases introduced by predefined features(Franklin,2005;Murphy,2012).Recent efforts have aimed to apply deep neural networks(DNNs)to phylogenetics,with a growing number of applications in tree reconstruction(Suvorov et al.,2020;Zou et al.,2020;Nesterenko et al.,2022;Smith and Hahn,2023;Wang et al.,2023),substitution model selection(Abadi et al.,2020;Burgstaller-Muehlbacher et al.,2023),and diversification rate inference(Voznica et al.,2022;Lajaaiti et al.,2023;Lambert et al.,2023).In phylogenetic tree reconstruction,PhyDL(Zou et al.,2020)and Tree_learning(Suvorov et al.,2020)are two notable DNN-based programs designed to infer unrooted quartet trees directly from alignments of four amino acid(AA)and DNA sequences,respectively. 展开更多
关键词 phylogenetic inference explicit models sequence evolution deep learning deep learning dl techniques molecular sequences simulated datasets phylogenetic methods such evolutionary biologymany
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Knowledge-enriched joint-learning model for implicit emotion cause extraction
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作者 Chenghao Wu Shumin Shi +1 位作者 Jiaxing Hu Heyan Huang 《CAAI Transactions on Intelligence Technology》 SCIE EI 2023年第1期118-128,共11页
Emotion cause extraction(ECE)task that aims at extracting potential trigger events of certain emotions has attracted extensive attention recently.However,current work neglects the implicit emotion expressed without an... Emotion cause extraction(ECE)task that aims at extracting potential trigger events of certain emotions has attracted extensive attention recently.However,current work neglects the implicit emotion expressed without any explicit emotional keywords,which appears more frequently in application scenarios.The lack of explicit emotion information makes it extremely hard to extract emotion causes only with the local context.Moreover,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 information.To 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 clauses.Based on it,a corpus for implicit emotion cause extraction that tries to extract causes of implicit emotions is constructed.The 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 events.Experiments on both implicit and explicit emotion cause extraction datasets demonstrate the effectiveness of the proposed model. 展开更多
关键词 emotion cause extraction external knowledge fusion implicit emotion recognition joint learning
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An Article Review: Impact of Explicit Instruction on EFL Learners' Implicit and Explicit Knowledge: A Case of English Relative Clauses
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作者 Sami Alsalmi 《Journal of Literature and Art Studies》 2017年第9期1214-1222,共9页
This review discusses Nezakat-Alhossaini, Youhanaee, and Moinzadeh's research study entitled "Impact of Explicit Instruction on EFL Learners' Implicit and Explicit Knowledge: A Case of English Relative Clauses." ... This review discusses Nezakat-Alhossaini, Youhanaee, and Moinzadeh's research study entitled "Impact of Explicit Instruction on EFL Learners' Implicit and Explicit Knowledge: A Case of English Relative Clauses." This study was chosen for evaluation because it strives to attach significance to explicit instruction in L2 acquisition, unlike other more recent research, which seeks to reinforce implicit instruction as it is viewed as the idealistic goal of language learning (Rebuschat & William, 2009). The present review will be developed by means of an evaluation of Alhossaini and her colleagues' study, consisting of a concise summary of the study, a classification of the philosophical perspective, the selection of criteria, and the strengths and weaknesses of the study. In this review, I hope that I succeed to broadly navigate the research enterprise, commencing with the philosophical perspective of research, such as the epistemological and ontological stances shaping the philosophical perspective and then colouring the research. By reviewing this study, I would also hope that I successfully evaluate the research quality by using appropriate criteria in an attempt to suggest potential directions for further research (under strengths and weaknesses of the study). 展开更多
关键词 implicit knowledge explicit instruction .implicit knowledge relative clauses
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Cultivation of English Language Sense:A Study from the Perspective of Implicit Learning in SLA
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作者 曾天娇 《海外英语》 2014年第13期109-110,共2页
The concept of language sense has never failed to arouse interest among scholars in recent decades at home and abroad.Many scholars point out that language sense is an important competence which helps facilitate learn... The concept of language sense has never failed to arouse interest among scholars in recent decades at home and abroad.Many scholars point out that language sense is an important competence which helps facilitate learning a language.It bears much connection with learners’acquisition of a language.Another concept,implicit learning,which is proved effective and has been applied in second language acquisition(SLA),is consistent with language sense in terms of its learning mechanism.In this sense,cultivation of English language sense can be theoretically supported by implicit learning and pedagogical implications can be derived accordingly. 展开更多
关键词 ENGLISH LANGUAGE SENSE implicit learning SLA consi
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Analysis on Output Teaching Mode of College English Based on Implicit Learning Theory
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作者 ZHANG Ling LIN Wen-qin 《海外英语》 2014年第17期76-77,82,共3页
The application of language,to a great extant,requires learners to understand the inputted information quickly as well as automatically,and combine verbal fragments into meaningful outputted language. This type of spo... The application of language,to a great extant,requires learners to understand the inputted information quickly as well as automatically,and combine verbal fragments into meaningful outputted language. This type of spontaneous mechanism depends on the effective input of language and long-rang internalization of language structure,which helps to form the implicit knowledge in students' conceptual system,thus to realize the automatic use of language. Therefore,the article intends to combine implicit learning theory with the output teaching mode with a purpose of working out a practical teaching mode to enhance the teaching effect and college students' applied abilities to use English. 展开更多
关键词 implicit learning LANGUAGE OUTPUT INTERNALIZATION
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On Vocabulary Learning Mode—the Integration of Incidental Learning and Explicit Instructions
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作者 杨妍 《海外英语》 2020年第6期279-280,共2页
This article is mainly to review and comment on the article written by Sonbul, S.,& Schmitt, N.in 2009 which is con?cerned with the additional efficacy of putting explicit instruction as post process to incidental... This article is mainly to review and comment on the article written by Sonbul, S.,& Schmitt, N.in 2009 which is con?cerned with the additional efficacy of putting explicit instruction as post process to incidental learning in obtaining vocabulary as well as testing the vocabulary knowledge of the form-meaning link at three different levels (meaning recognition, meaning recall, and meaning recognition). 展开更多
关键词 REVIEW INCIDENTAL learning explicit INSTRUCTION VOCABULARY learning
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Explicit Grammar Instruction in L2 Learners'Writing Development:Effective or Ineffective?
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作者 田秀峰 《英语广场(学术研究)》 2012年第9期65-66,共2页
It has long been in dispute about whether explicit grammar teaching is more effective in second language learning or implicit grammar teaching is.However,there are more than one factor to take into consideration while... It has long been in dispute about whether explicit grammar teaching is more effective in second language learning or implicit grammar teaching is.However,there are more than one factor to take into consideration while discussing which way is better for L2 learners.This short essay aims at depicting three respects concerning grammar teaching,namely learning context,language learners'beliefs and needs,and grammar instruction.When educators and practitioners try to adopt grammar instruction either implicitly or explicitly in L2 learners'writing development,they probably need to consider the above three factors and to find out the best way to produce more effective teaching results among their students. 展开更多
关键词 explicit grammar instruction implicit grammar instruction context learners’ beliefs and needs
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An efficient method for train-track-substructure dynamic interaction analysis by implicit-explicit integration and multi-time-step solution 被引量:4
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作者 Lei Xu Wanming Zhai +1 位作者 Shengyang Zhu Weizheng Liu 《Railway Engineering Science》 2023年第1期20-36,共17页
In this work,a method is put forward to obtain the dynamic solution efficiently and accurately for a large-scale train-track-substructure(TTS)system.It is called implicit-explicit integration and multi-time-step solut... In this work,a method is put forward to obtain the dynamic solution efficiently and accurately for a large-scale train-track-substructure(TTS)system.It is called implicit-explicit integration and multi-time-step solution method(abbreviated as mI-nE-MTS method).The TTS system is divided into train-track subsystem and substruc-ture subsystem.Considering that the root cause of low effi-ciency of obtaining TTS solution lies in solving the alge-braic equation of the substructures,the high-efficient Zhai method,an explicit integration scheme,can be introduced to avoid matrix inversion process.The train-track system is solved by implicitly Park method.Moreover,it is known that the requirement of time step size differs for different sub-systems,integration methods and structural frequency response characteristics.A multi-time-step solution is pro-posed,in which time step size for the train-track subsystem and the substructure subsystem can be arbitrarily chosen once satisfying stability and precision demand,namely the time spent for m implicit integral steps is equal to n explicit integral steps,i.e.,mI=nE as mentioned above.The numeri-cal examples show the accuracy,efficiency,and engineering practicality of the proposed method. 展开更多
关键词 Train-track dynamic interaction Substructure system implicit integration explicit integration Multi-time-step solution Railway engineering
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Explicit–Implicit Co-Simulation Techniques for Dynamic Responses of a Passenger Car on Arbitrary Road Surfaces 被引量:2
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作者 Hongzhou Hu Zhihua Zhong 《Engineering》 SCIE EI 2019年第6期1171-1178,共8页
To study the durability of a passenger car, this work investigates numerical simulation techniques. The investigations are based on an explicit implicit approach in which substructure techniques are used to reduce the... To study the durability of a passenger car, this work investigates numerical simulation techniques. The investigations are based on an explicit implicit approach in which substructure techniques are used to reduce the simulation time, allowing full vehicle dynamic analyses to be performed on a timescale that is dif cult or impossible with the conventional nite element model (FEM). The model used here includes all necessary nonlinearities in order to maintain accuracy. All key components of the car structure are modeled with deformable materials. Tire road interactions are modeled in the explicit package with contact-impact interfaces with arbitrary frictional and geometric properties. Key parameters of the responses of the car driven on six different kinds of test road surfaces are examined and compared with experimental values. It can be concluded that the explicit implicit co-simulation techniques used here are ef cient and accurate enough for engineering purposes. This paper also discusses the limitations of the proposed method and outlines possible improvements for future work. 展开更多
关键词 Durability study Dynamic responses Passenger car explicitimplicit co-simulation Contact-impact Friction SUBSTRUCTURES
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The Correlation between Explicit Grammatical Knowledge,Implicit Grammatical Knowledge and Reading Comprehension Ability of Senior High School Students
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作者 王春艳 谢娜 《阜阳职业技术学院学报》 2016年第2期89-92,共4页
The role of grammar in language teaching has always been the question that researchers debate.In recent years,grammar knowledge has been distinguished in the foreign language acquisition research,namely the implicit k... The role of grammar in language teaching has always been the question that researchers debate.In recent years,grammar knowledge has been distinguished in the foreign language acquisition research,namely the implicit knowledge and the explicit knowledge(Dai Manchun 2005;Gu Qiyi 2005).As to the reaserch of implicit and explicit grammar knowledge as well as their measurement,it is easy to find that many scholars have studied the role of two different kinds of grammar knowledge in second language development.But the research on the role of implicit and explicit grammar knowledge in second language reading comprehension is too few,not to mention the research on the role of implicit and explicit grammar knowledge in English reading comprehension in the senior high school.The purpose of this study is to find the relationship between implicit and explicit grammatical knowledge and English reading comprehension ability of senior high school students.In addition,since the vocabulary is important to reading comprehension,this factor will also be considered in the study. 展开更多
关键词 explicit grammatical knowledge implicit grammatical knowledge English reading comprehension senior high school students
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Explicit Grammar and Implicit Grammar Teaching for English Major Students in University 被引量:1
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作者 ZHENG Ling 《Sino-US English Teaching》 2015年第8期556-560,共5页
The status of English grammar teaching in English teaching has weakened and even once disappeared in part English class; until the late 1980s, foreign English teachers had a consistent view of the importance of gramma... The status of English grammar teaching in English teaching has weakened and even once disappeared in part English class; until the late 1980s, foreign English teachers had a consistent view of the importance of grammar teaching. In recent years, more and more domestic scholars begin to think about the situation of China and explore the grammar teaching method. This article will review the explicit grammar instruction and implicit grammar teaching research, collect and analyze the integration of explicit grammar instruction and implicit grammar teaching strategy and its advantages in the grammar teaching. 展开更多
关键词 grammar teaching explicit grammar teaching implicit grammar teaching
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