A Corpus-Based Study on Grammaticalization and Lexicalization in Medical English

Medical English,as a specialized form of English,has attracted considerable attention due to its unique linguistic features.Grammaticalization and lexicalization represent critical mechanisms in the evolution of language and are essential for understanding and mastering medical English.This study,drawing on the MEDLINE corpus,investigates the characteristics of grammaticalization and lexicalization in medical English from the perspective of cognitive linguistics,aiming to unveil its underlying cognitive foundations.The findings suggest that the processes of grammaticalization and lexicalization in medical English reflect cognitive mechanisms such as categorization,inferential processing,and pragmatic strategies.These insights provide novel approaches and methodologies for the teaching of medical English.

A Comparative Study of Semantic Component and Lexicalization Pattern of English and Chinese Verb Category“Drink”

Verb category“drink”is frequently used in people’s daily life.In this essay,the author analyses the semantic component and lexicalization pattern of English and Chinese verb category“drink”,in which the author finds there are semantic universals and particulars.It is found that the lexicalization pattern of this verb category in English and Chinese should be“motion+manner(cause)+X”.

Lexical Characteristics and Translation Strategies of Rubber and Plastic Industry Terms

As a key part of the manufacturing industry,the rubber and plastic industry is widely used in a variety of fields such as automotive manufacturing,construction materials,and electronics.With technological innovation,global economic growth and infrastructure construction driving the demand for rubber and plastic materials,rubber and plastic materials play an important role in various fields,and accurate translation of the industry’s terminology is also crucial for international communication.The purpose of this paper is to explore in depth the lexical features of rubber and plastic industry terminology,including strong specialization,specialization of common vocabulary,and diversity of word formation.In view of these lexical features,relevant Chinese translation strategies are discussed to ensure the accuracy,specialization and comprehensibility of the translation of rubber and plastic industry terms.

Chinese named entity recognition with multi-network fusion of multi-scale lexical information

Named entity recognition(NER)is an important part in knowledge extraction and one of the main tasks in constructing knowledge graphs.In today’s Chinese named entity recognition(CNER)task,the BERT-BiLSTM-CRF model is widely used and often yields notable results.However,recognizing each entity with high accuracy remains challenging.Many entities do not appear as single words but as part of complex phrases,making it difficult to achieve accurate recognition using word embedding information alone because the intricate lexical structure often impacts the performance.To address this issue,we propose an improved Bidirectional Encoder Representations from Transformers(BERT)character word conditional random field(CRF)(BCWC)model.It incorporates a pre-trained word embedding model using the skip-gram with negative sampling(SGNS)method,alongside traditional BERT embeddings.By comparing datasets with different word segmentation tools,we obtain enhanced word embedding features for segmented data.These features are then processed using the multi-scale convolution and iterated dilated convolutional neural networks(IDCNNs)with varying expansion rates to capture features at multiple scales and extract diverse contextual information.Additionally,a multi-attention mechanism is employed to fuse word and character embeddings.Finally,CRFs are applied to learn sequence constraints and optimize entity label annotations.A series of experiments are conducted on three public datasets,demonstrating that the proposed method outperforms the recent advanced baselines.BCWC is capable to address the challenge of recognizing complex entities by combining character-level and word-level embedding information,thereby improving the accuracy of CNER.Such a model is potential to the applications of more precise knowledge extraction such as knowledge graph construction and information retrieval,particularly in domain-specific natural language processing tasks that require high entity recognition precision.

Application of Lexical Approach to Teaching of Business English Correspondence

Because of poor vocabulary, improper use of lexis, and interference of first language, it is difficult for students in voca-tional school to learn Business English Correspondence well. Business English has close relations with lexical chunks, whichmakes it necessary to apply lexical approach to teaching of Business English Correspondence. This paper intends to explore its the-oretical foundations and emphasize how to apply lexical approach to teaching of Business English Correspondence in vocationalschool.

Grammar Model Based on Lexical Substring Extraction for RNA Secondary Structure Prediction

[Objective] To examine the grammar model based on lexical substring exac- tion for RNA secondary structure prediction. [Method] By introducing cloud model into stochastic grammar model, a machine learning algorithm suitable for the lexicalized stochastic grammar model was proposed. The word grid mode was used to extract and divide RNA sequence to acquire lexical substring, and the cloud classifier was used to search the maximum probability of each lemma which was marked as a certain sec- ondary structure type. Then, the lemma information was introduced into the training stochastic grammar process as prior information, realizing the prediction on the sec- ondary structure of RNA, and the method was tested by experiment. [Result] The experimental results showed that the prediction accuracy and searching speed of stochastic grammar cloud model were significantly improved from the prediction with simple stochastic grammar. [Conclusion] This study laid the foundation for the wide application of stochastic grammar model for RNA secondary structure prediction.

The Analysis of Lexical Approach in Language Teaching

I.IntroductionThe study of the.lexical approach focuses on the understanding ofa lexical-grammatical unit,which was called lexical phrase by Nattinger and Decarrieo and was called chunks by Michel Lewis.It is a multi-word unit of varying lengths,which has a fixed orrelatively fixed structure and expresses a certain meaning.It is prefabri-cated and frequently used.As a language teacher I think chunks arevery useful in language teaching and the lexical approach is a way of improving my teaching.They make sense in the classroom as they

A Study of E-C and C-E Translation in the Light of Lexical Contrastive Analysis and Cultural Differences

The essay briefly illustrates E-C and C-E Translation strategies in the light of lexical similarity and differences of Lexical Contrastive Analysis, and explores lexical translation skills under the theory of Cultural Differences.

On Second Language Learners＇ Lexical Competence

The paper discusses SL learners＇ lexical competence from O＇Connor＇s Five Steps of Vocabulary Acquisition Theory, Collins ＆ Loftus＇s Semantic Network Theory and Fay ＆ Cutler＇s Mental Lexicon Theory. From the discussion, the author finds that second language learners＇ lexical competence includes the following aspects： the ability to recall the words which are similar to the target words in spelling and pronunciation; the ability to recall the synonyms of the target words; the ability to recall the antonyms of the target words; and the ability to recall the related words which come together with the target words in a context. Meanwhile it advances some strategies to develop the corresponding competence.

不同大语言模型对非英语专业大学生英语写作词汇丰富性反馈的对比研究

采用Read(2000)提出的词汇丰富性的四个维度,对比豆包大模型、GPT-4o、文心一言大模型针对词汇丰富性给出的意见及修改后的作文,分析词汇错误的原因,运用工具TAALED、RANGE32、AntConc4.2.4对比修改后文章的词汇变化度、词汇复杂度、词汇密度是否有显著差异,旨在让学生有针对性地修改,最终提高英语写作质量。研究发现:对于词汇变化度和词汇复杂度,文心一言大模型的数值高于豆包大模型和GPT-4o;对于词汇密度,文心一言大模型和GPT-4o无显著差异,数值均大于豆包大模型。三个大语言模型提出的词汇错误方面的修改意见均倾向于语法错误和拼写错误,其中豆包大模型还指出了搭配方面的错误。

The System of Reference and Lexical Cohesion in Newspaper-An Example of Analyzing "Beijing and Shanghai in Race to Attract Top Foreign Talents"

Discourse analysis is gaining its prominence in teaching reading. The paper presents an example of analyzing the system of reference and lexical cohesion of a news report. It demonstrates how to involve discourse analysis into the teaching of newspaper reading in order to make students get a clear framework of reference and lexical cohesion in a functional-grammar-conscious manner.

The Lexical Approach and College English Teaching in China

Traditionally,language is considered to be a grammar vocabulary dichotomy system,and grammar and vocabulary seem to be independent of each other.This deep-rooted notion is particularly prevalent in Chinese English teaching and learning.Michael Lewis,the author of the Lexical Approach challenged the standard view of dividing language teaching into grammar and vocabulary.He believes that language is grammaticalised lexis,not lexicalized grammar,and lexis is the core of language learning while grammar is subordinate to it.This paper intends to explore its theoretical foundations and emphasize the great significance of the Lexical Approach to college English teaching in China.

Lexical Semantic Ambiguity in English

This paper introduces the classification of ambiguity in English, analyzes its causes especially from the lexical semantic perspective by illustrating two types of lexical ambiguity attributable to the existence of homonymy and polysemy. It also provides suggestions on how to eliminate lexical ambiguity.

Multimodal Design of Lexical Chunks Teaching

Based on the concepts of Lexical Chunks and Multimodal Teaching,this paper focuses the input source of English vocabulary learning,integrating the advantages of Lexical Approach with Multimodal Teaching.As a new teaching exploration of English vocabulary,the teaching practice in classroom has shown that teachers should make full and reasonable use of various teaching means and resources to achieve multimodal teaching of lexical chunks,which is helpful to promote students to learn vocabulary quickly and effectively,and improve students'English language competence and performance.

Stylistic Analysis on "Bill's Little Girl":Lexical Features

"Bill's Little Girl " is a prose. This article analysis's its stylistic features of language in the aspects of lexical. While analysis, we can further appreciate its plain and simple language, its natural and fluent manner of writing and its complete discourse, meanwhile we can deeply understand that love is great, father's love is great.

Translation of Lexical Stylistic Devices from English to Chinese in Commercial Advertisements

With rapid development of China,a growing number of foreign products are entering the Chinese market.An excellent translation of a product’s advertisement from English to Chinese undoubtedly contributes to its successful promotion in the Chinese market.Although the translation practice contains multiple difficulties,the translation of lexical stylistic devices is a big challenge for translators.It is not simply because lexical stylistic devices are diverse and various in form,but also because most devices involve linguistic and cultural differences between English and Chinese.This thesis analyzed a number of current English to Chinese translations of the devices in commercial advertisements,which mainly come from two translation scholars’works and official websites of world-known brands.By analyzing the selected data,seven translation strategies are found to be the major translation strategies in this respect,namely literal translation,free translation,flexible translation,extended translation,adaptation translation,compensation translation and amplification translation strategies.Moreover,a number of linguistic and cultural issues which need to be considered by translators are also illustrated here.

An Analysis of Lexical Features of English News Headlines and Their Translation Skills

A headline is an inseparable component of news, which serves the role of eyes. So wring a brief, accurate and eye-catching headline is very important. With plenty of practical examples given, the paper discusses lexical features of English news headlines through different aspects, including the use of nouns and midget words, vogue words, derivatives, nonce words, loans and so on. It also introduces some translating strategies according to their distinctive lexical characteristics.

The Role of Lexical Phrases in Second Language Acquisition

This paper will firstly introduce the categories and main characteristics of English lexical phrases.Then a discussion over the function of English lexical phrases will be carried out from the angle of second language acquisition.The author holds the view that lexical phrases play an important role in second language acquisition,which can be summarized as follows:firstly,the acceleration of language fluency;secondly,the improvement of lexical selection ability;thirdly,the enhancement of pragmatic awareness.

词表重用中的类和属性冲突判定及识别

对词表用户而言,较多重用不同词表容易出现类和属性冲突问题,研究词表重用中的冲突判定有助于帮助用户避免重用词表错误,提高使用的规范性。文章从类和属性的角度客观分析词表重用的冲突类型,依据词表间的限定、具体化、泛化、等同、不相交、属性值限制等关系分析可能出现的冲突类型及相应的识别方法,并总结出五种重用冲突类型;基于资源描述中概念层、实例层的视角,提出冲突识别流程,旨在通过实例间相似度的比较判定及识别词表重用中的类和属性冲突;对词表重用中可能产生的类和属性冲突进行分场景讨论,总结五种通用的重用冲突类型,并以逻辑算式表示重用对象与判定对象间的关系;给出判定冲突产生的标准,最终形成类和属性冲突判定方法和判定流程。

On the Grammatical Unaccountability of English Lexical Collocation from the Perspective of Pragmatics

As for the English lexical collocation,there has been a great amount of researches conducted by Chinese and foreign scholars.However,less people has offered the explanation in allusion to the collocation which isn't confined to the grammatical domain.Therefore,the thesis aims to depart from the research of the grammatical unaccountability of the lexical collocation to deeply investigate the reason of it from the point view of etymology,semantics,pragmatics and cultural category by taking"female secretary" as an example.In addition,the thesis intends to search for an effective learning way to help learners improve their learning efficiency and use the English lexicon correctly as a native speaker.