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The purpose of the study was to explore how technological advances incorporated into the Philology Studies curriculum could impact the students' research skills and the quality of their research projects and what students' and teachers' impressions of the reshaped research component of the curriculum were. The study used qualitative and quantitative methods with the dominance of qualitative methods. It employed the baseline study, checklist to assess students' research papers, assessment criteria, and the Triangular Assessment Method to assess the students' papers. The consensus meeting was held to allow the experts to express their reasoning for the scores. The semi-structured interview was administered to the students' and teachers' to identify their impressions of the reshaped research component of the curriculum of philology. The technological advances incorporated into Philology Studies curriculum improve the students' research skills and the quality of their research projects. Both students and teachers appreciated the reshaped research component of the curriculum. The analytical software can be successfully incorporated in the corpus analysis-purpose student research. The students found the intervention a challenging experience that 'pumped up' their intellectual, research, and technical skills. They reported improvement in interpreting corpus using correlations, frequencies, distributions, and collecting information using software to organise it in a professional way. The lecturers agreed that the technology-based instructional model incorporated into Philology Studies curriculum improved both students' research skills and the quality of their research projects.

High citations most often characterize quality research that reflects the foci of the discipline. This study aims to spotlight the most recent hot topics and the trends looming from the highly cited papers (HCPs) in Web of Science category of linguistics and language & linguistics with bibliometric analysis. The bibliometric information of the 143 HCPs based on Essential Citation Indicators was retrieved and used to identify and analyze influential contributors at the levels of journals, authors, and countries. The most frequently explored topics were identified by corpus analysis and manual checking. The retrieved topics can be grouped into five general categories: multilingual-related, language teaching, and learning related, psycho/pathological/cognitive linguistics-related, methods and tools-related, and others. Topics such as bi/multilingual(ism), translanguaging, language/writing development, models, emotions, foreign language enjoyment (FLE), cognition, anxiety are among the most frequently explored. Multilingual and positive trends are discerned from the investigated HCPs. The findings inform linguistic researchers of the publication characteristics of the HCPs in the linguistics field and help them pinpoint the research trends and directions to exert their efforts in future studies.

The sparse literature on the use of imperatives in research papers suggests that they are relatively common in a small number of disciplines, but rare, if used at all, in others. The present study addresses the use of imperatives in a corpus of upper-level A-graded student papers from 16 disciplines. A total of 822 papers collected within the past 5 years were analyzed for imperative use, with particular emphasis placed on the main text of papers from the five disciplines with the highest proportion of imperatives. In each of these disciplines, text-based interviews were conducted with faculty members to establish disciplinary contexts. Results show that imperatives are used frequently in physics, philosophy, economics, mechanical engineering, and linguistics, though in quite varying ways. The interview data suggest that successful and experienced student writers adopt the potentially "high risk strategy" (Hyland 2012) of initiating a sentence with an imperative for various strategic purposes that are discipline-specific. Such insights have implications for writing instructors and materials designers in both L1 and L2 contexts.

That a certain class of verb commonly known as 'statives' is undergoing change in terms of the way in which certain verbs of this type are being used in everyday speech is nothing new to the field of linguistics. Much has been written about it, and the author of this paper alone has been preoccupied with the subject for many years now. However, notwithstanding that this change has been fairly widely documented for well over half a century, the present paper has been motivated by the desire to capture the root cause of this change in writing and to establish the linguistic conditions that have enabled it to occur. This is not so much a reductionist venture, negatively conceived, as a quest to determine the primary factors involved in what can seem at times to be a most peculiar phenomenon. The method employed to delimit these causal factors proceeds by a process of elimination, while the provision of evidence adopts the traditional, tried-and-tested method of 'observation and collection'. The stative-specific research papers that examine the current variation constituting the focus of this paper are all from the present century.

The present paper investigates one aspect of questionable research practices relating to Arabic L1 learners of foreign languages, namely the use of statistics. The objective of the paper is to argue that reproducible research requires adopting wise practices in linguistics and that the excessive focus on quantification does not seem to serve this purpose. Statistical significance tests in quantitative research are routinely used in linguistic inquiry as well as language teaching and learning studies with a view to supporting the relevant explanatory insights in linguistics. In this article, I will expose the misuse of statistics by doctoral students in English departments of Morocco working on Arabic L1 learners' data, by highlighting some practices that are at odds with international good practices in academic research in linguistics. I will take stock of the current questionable practices in this regard to dispel some of the misunderstanding about the use of statistics which is now gaining grounds lest this becomes an orthodoxy. I will argue that research on Arabic L1 learners' data should be focused more on exploration and discovery, as well as the validation of epistemological insights than on mere descriptive quantification geared to hypothesis verification. These areas of focus constitute the crux of academic research in linguistics, but they seem to be lost in statistics in doctoral students' theses. Recommendations and solutions are provided for enhancing transparency and improving reproducibility of doctoral research outcomes to advance theory building and the delivery of new research lines in linguistics as well as to avoid the risk of research waste, in line with the requirements of open science.

Purpose: As the famous linguist and anthropologist C. Hockett noted about 30 years ago, "What one sees of language, as of anything, depends on the angle of view, and different explorers approach from different directions. Unfortunately, sometimes they become so enamored of their particular approach that they incline to scoff at any other, so that instead of everybody being the richer for the variety, everybody loses. ... It is obviously impossible to see all of anything from a single vantage point. So it is never inappropriate to seek new perspectives" (Hockett, 1987, p. 1). This supplement takes such a broad perspective and contains a selection of peer-reviewed papers seeing speech production through the window of complex interactions between physical, linguistic, social, and communicative factors. Papers were presented at the 10th International Seminar on Speech Production in Cologne. We hope to encourage the reader to continue working in this exciting direction.

Apparent parallels between natural language and antibody sequences have led to a surge in deep language models applied to antibody sequences for predicting cognate antigen recognition. However, a linguistic formal definition of antibody language does not exist, and insight into how antibody language models capture antibody-specific binding features remains largely uninterpretable. Here we describe how a linguistic formalization of the antibody language, by characterizing its tokens and grammar, could address current challenges in antibody language model rule mining., (© 2024. Springer Nature America, Inc.)

The article offers supplemental material for the paper "Assessing the inferential strength of epistemic must" by Giuseppe Ricciardi, Rachel Ryskin, and Edward Gibson. Topics discussed include experiments on the morphosyntactic status of linguistic units, statistical analyses of the experiments described in the paper, and discussions on controversies related to the categorization of certain linguistic examples.

Currently, self-report measures are the primary assessment tool for anxiety disorders. Since they have some limitations, alternative measurements, such as language-based measures, are worth investigating. This paper explores which language markers signal anxiety in fictitious stories written in response to four Thematic Apperception Test (TAT) cards. Participants (n = 492) from a non-probabilistic convenience sample were asked to write a short story next to each TAT card after completing the Generalized Anxiety Disorder-7. We used RoLIWC2015 to conduct the text analysis and applied the LASSO method to identify which language markers predict anxiety. The results showed that the respondents scoring high on anxiety also tend to use more words expressing negative emotions, and fewer words expressing positive emotions. Moreover, their language contained a higher frequency of words that implied semantic differentiation (i.e., but, else) and a lower frequency of words indicating leisure. In conclusion, this paper aims to shed new light on the multimethod assessment of anxiety, mainly focused on specific language signatures as reliable predictors of anxiety symptoms. Further research using more extensive text data is recommended to discover more linguistic markers and improve prediction accuracy.

The data paper is an emerging academic genre that focuses on the description of research data objects. However, there is a lack of empirical knowledge about this rising genre in quantitative science studies, particularly from the perspective of its linguistic features. To fill this gap, this research aims to offer a first quantitative examination of which rhetorical moves—rhetorical units performing a coherent narrative function—are used in data paper abstracts, as well as how these moves are used. To this end, we developed a new classification scheme for rhetorical moves in data paper abstracts by expanding a well‐received system that focuses on English‐language research article abstracts. We used this expanded scheme to classify and analyze rhetorical moves used in two flagship data journals, Scientific Data and Data in Brief. We found that data papers exhibit a combination of introduction, method, results, and discussion‐ and data‐oriented moves and that the usage differences between the journals can be largely explained by journal policies concerning abstract and paper structure. This research offers a novel examination of how the data paper, a data‐oriented knowledge representation, is composed, which greatly contributes to a deeper understanding of research data and its publication in the scholarly communication system. [ABSTRACT FROM AUTHOR]

This research employs critical discourse analysis (CDA) to examine a news article titled "KPU Chief Rebuffs Allegations of Bias during VP Debate" from the Jakarta Post, focusing on the transition from print to online media or E-Paper. In this research, the two main methods used to collect data are documentation via the Jakarta Post e-paper news page and content review. This approach provides the advantage of exploring information in depth and comprehensively related to the phenomenon or event that is the focus of the research. Utilizing Teun A. van Dijk's CDA framework, the analysis encompasses macro, superstructure, and micro structures. The macro-structural analysis reveals the social and political context, identifying social groups and emphasizing narrative importance. The critical discourse superstructure analysis delves into linguistic patterns, representations of power, and strategic language use. Finally, the micro-structural analysis explores word choice, grammar, writing style, and sentence structure to understand how language constructs arguments and responds to accusations. Through these lenses, the study provides a comprehensive understanding of how the news shapes and reflects social and political dynamics, contributing valuable insights into media discourse surrounding political events in Indonesia. [ABSTRACT FROM AUTHOR]

The aim of this research was to explore the progression of narrative macro-structure in Chinese children between the ages of 3 and 6 in preschool. To investigate the narratives of young children in a Chinese prefecture-level city kindergarten, the study selected the wordless picture book "Frog, Where Are You?" as their material. They employed the story grammar analysis method and examined the storytelling of 41 preschoolers (aged 3-4), 47 preschoolers (aged 4-5), and 66 preschoolers (aged 5-6). Significant disparities were observed among age groups in terms of both the total score for story grammar ability and the specific indicators associated with story grammar ability scores, as highlighted by the study. Notably, substantial variances were observed in the total story grammar ability score between children aged 3-4 and 4-5, between children aged 4-5 and 5-6, and between children aged 3-4 and 5-6, as evidenced by p-values of 0.000. Furthermore, substantial dissimilarities were evident in the specific indicators of story grammar ability scores, encompassing "story background, story cause, attempt, and story results," when comparing children aged 3-4 years with those aged 4-5 years (p-values of 0.001, 0.000, 0.025, and 0.008, correspondingly). Moreover, significant differences were identified between children aged 4-5 years and children aged 5-6 years (all p-values of 0.000). However, there were no significant differences in the "internal response" indicator between different age groups (p-value of 0.777 > 0.05). The study found that Chinese preschoolers' narrative macrostructure development showed extremely strong age effects, and their narrative macrostructure ability increased with age. Furthermore, the study identified that the development of narrative macrostructure in Chinese preschoolers may be related to their own cause-and-effect logical reasoning abilities., (© 2023. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.)

This article offers evidence, which is based on acceptability judgement tasks, in favour of the absence of unmarked linear serializations of stacked, non-coordinated adjectives in Jordanian Arabic (JA). Results from 16 experiments of acceptability judgements from 197 native speakers of JA point to the fact that JA places no adjective ordering. However, two factors are found to be significant. The first factor pertains to the number of stacked, non-coordinated adjectives. All possible word order patterns of different stacked adjectives are (fully) acceptable with two stacked adjectives. However, constructions with three or more stacked adjectives are significantly degraded. This is universally held, regardless of the type of the stacked adjectives (size, color, shape, etc.). We ascribe this to the third-factor effects (Chomsky in Linguist Inq 36(1):1-22, 2005) (particularly with reference to working memory and processing load) in restricting the possible number of adjectives in a given construction. A second factor relates to the syntactic position of the adjectives (attributive vs. predicative). The results reveal that attributive adjectives are significantly more acceptable than predicative adjectives (which can also be freely stacked in JA). This is also attributed to the effects of these factors favoring minimal computations. We follow O'Grady (Front Psychol 12:660296, 2021) in that the processing of across-clausal phenomena (as is the case with predicative adjectives) is more demanding than intra-clausal ones (as is the case with attributive adjectives)., (© 2023. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.)

In this paper, I respond to eight commentaries on my target article called "Grounded cognition entails linguistic relativity: A neglected implication of a major semantic theory." The commentaries span a broad range of disciplines and perspectives. I have organized my response around the following topics: (1) an introductory synopsis of my main argument; (2) grounded versus amodal theories of concepts; (3) language-specific versus language-independent concepts; (4) language, culture, and cognition; (5) language itself as a source of conceptual grounding; (6) abstract concepts, linguistic relativity, and contextual and individual variability; (7) word meanings as language-specific predictions; and (8) some final remarks about the importance of cross-linguistic diversity., (© 2023 The Authors. Topics in Cognitive Science published by Wiley Periodicals LLC on behalf of Cognitive Science Society.)

The paper calls into question the development of the digital competence of future philologists, taking into account the Turkish and Ukrainian experiences. The study of digital competence development is attracting increasing interest due to a growing need for experts capable of processing the enormous streams of continuously transmitted information and experts willing to improve their digital skills for professional growth. The purpose of the study is to broaden the current knowledge about the ways of developing digital competence. In this respect, the paper investigates two systems of future philologists' training in Ukraine and Turkey in the Digital Tools for Translation course. The authors analyze the experience of the Turkish and Ukrainian higher education institutions regarding the use of appropriate ICT tools using theoretical and empirical methods. Fifty-two future philologists from Turkey and Ukraine took part in the research. The study presents the results from observing the training and interviews with Ukrainian and Turkish students. The Shapiro-Wilcoxon method (non-parametric criterion) was used to verify the results. An analysis has highlighted the positive experience of Turkish universities, which can be implemented in future philologists training in Ukrainian universities. The findings of this study support the idea that the insufficient level of digital competence development lengthens and complicates the period of adaptation of graduates to modern working conditions. The authors found that the integration of Ukrainian higher education into the European higher education area occurs in times of globalization and the digitalization of society, which radically changes the nature of many activities. This research has clearly shown that digital competence development is more effective with the implementation of a holistic approach when students enhance digital competence while acquiring all other competencies. Our research suggests that the digitalization of education reduces the gap between graduates' digital competence level and modern society's expectations.

Providing foreign language students with opportunities to engage in meaningful and purposeful communication and culturally authentic interaction with peers and native speakers is critical to successful second language acquisition and the development of intercultural competence . This paper describes research that investigated how selected native speaker mentors supported foreign language university students as they completed authentic collaborative tasks in an online community of learners. Intermediate and advanced level students of Italian at an Australian university collaborated with each other and with their assigned mentors through online resources provided in the course website. Data were collected and analysed through multi-data sources including online interactions, forum posts and individual and focus group interviews with mentors and students. Findings suggest that native speaker mentors actively supported students' learning and provided effective scaffolding across a number of domains. The paper concludes with specific recommendations to guide mentors and language educators in the process of assisting student collaborative learning.

Abstract concepts are relevant to a wide range of disciplines, including cognitive science, linguistics, psychology, cognitive, social, and affective neuroscience, and philosophy. This consensus paper synthesizes the work and views of researchers in the field, discussing current perspectives on theoretical and methodological issues, and recommendations for future research. In this paper, we urge researchers to go beyond the traditional abstract-concrete dichotomy and consider the multiple dimensions that characterize concepts (e.g., sensorimotor experience, social interaction, conceptual metaphor), as well as the mediating influence of linguistic and cultural context on conceptual representations. We also promote the use of interactive methods to investigate both the comprehension and production of abstract concepts, while also focusing on individual differences in conceptual representations. Overall, we argue that abstract concepts should be studied in a more nuanced way that takes into account their complexity and diversity, which should permit us a fuller, more holistic understanding of abstract cognition. [ABSTRACT FROM AUTHOR]

From personalized advertising to economic forecasting, artificial intelligence (AI) is becoming an increasingly important element of our daily lives. These advancements raise concerns regarding the transhumanist perspective and associated discussions in the context of technology-human interaction, as well as the influence of artificial intelligence (AI) on education and critical pedagogy. In this regard, the purpose of this research paper was to investigate the intersection of AI and critical pedagogy by critically assessing the potential of AI to promote or hamper critical pedagogical practices in the context of transhumanism. The article provides an overview of the concepts of transhumanism, artificial intelligence, and critical pedagogy. In order to seek answers to research questions, qualitative research design was adopted, and GPT-3 was used as a data collection resource. Noteworthy findings include the similarity of the dialogue with the GPT-3 davinci model to a conversation between two human beings, as well as its difficulty in understanding some of the questions presented from a critical pedagogy perspective. GPT-3 draws attention to the importance of the relationship between humans in education and emphasizes that AI applications can be an opportunity to ensure equality in education. The research provides suggestions indicating the relationship between AI applications and critical pedagogy.

From a linguistic perspective it seems intuitive that a strong link would exist between the study of linguistics and critical thinking (CT). After all, linguistics is about making sense of language analysis, which contributes to the enhancement of CT while CT, in reciprocation, enables meaningful analysis. Yet this link has virtually never been clearly defined or made explicit either in studies on linguistics teaching and learning or in those on CT development. This paper explores the relationship between linguistics study and CT in the Vietnamese context from the perspectives of undergraduate English Linguistics students and their lecturers, with a view to improving both students' linguistics study and their CT. Drawing on data collected in questionnaires and interviews at a public university in Vietnam, the findings of the study reveal a variety of aspects of linguistics tasks and classroom activities where the link is significant as well as a range of specific CT skills and dispositions that are related to linguistics teaching and learning. In general, the students and the lecturers showed a positive attitude towards the integration of CT into linguistics teaching and learning, but challenges and barriers to this integration were identified. The study suggests the use of problem-solving tasks and open-ended questions for fostering the reciprocal relationship between linguistics study and CT.

Flowerdew and Dudley-Evans (2002) described a prototypical structure for decision letters based on a personal database of letters written by one editor for the journal "English for Specific Purposes." In this article, I analyse a publicly available corpus of 59 decision letters from 48 different editors of a wide range of scientific journals and find that the Flowerdew and Dudley-Evans prototypical structure requires modification to be applicable to this broader spectrum of decision letters. In addition, all but two of the linguistic features of decision letters described by Flowerdew and Dudley-Evans (2002) are used by less than 15 per cent of the editors in the present corpus. Three previously undescribed linguistic features, that are common to more than 70 per cent of the editors, are identified in this study.