In this article, a dialogue text feature extraction model based on big data and machine learning is constructed, which transforms the high-dimensional space of text features into the low-dimensional space that is easy to process, so that the best feature words can be selected to represent the document set. Tests show that in most cases, the…

The motif of the folktale is essentially the smallest and striking elements of narrative content with the ability to endure in tradition. It is divided into three categories: actor, item and single incident. These categories become the foundation that supports the built of the original motif-index of folk literature by Stith Thompson.…

The purpose of this study was to explore the nature of interactions among second/foreign language (L2) writing subskills. Two types of relationships were investigated: subskill-item and subskill-subskill relationships. To achieve the first purpose, using writing data obtained from the writing essays of 500 English as a foreign language (EFL)…

The primary concern of the present study is to provide a critical discourse analysis of Donald Trump's denial speeches of the 2020 United States presidential election's results. Using Van Dijk's framework of critical discourse analysis, this study investigates the linguistic features in five speeches of Donald Trump delivered after announcing the…

This article aims to propose a practical model for intra-lingual translation or "paraphrase" in another term. Paraphrase is a restatement of a text, rewording something written or spoken, especially to achieve greater clarity. This approach could help a troubled translator who is having issues translating a complex text into a receptor…

Once upon a time, nonfiction books for children routinely included concise, stodgy writing. Most of the books were text heavy, with just a few scattered images decorating, rather than enhancing, the content and meaning. But nonfiction has changed dramatically over the last two decades, evolving into a new breed of visually dynamic, engaging texts…

Suicide notes are messages left by individuals who commit suicide or who intend to commit suicide. These written messages express the victims' feelings that were not expressed when they were alive. And thus, this qualitative study intends to investigate the characteristics of linguistic features of suicide notes written by eleven male well-known…

Reading comprehension can be analyzed from three points of view: Semantics, Assessment, and Cognition. Here, Semantics refers to the task of identifying discourse relations in text. Assessment involves utilizing these relations to obtain meaningful question-answer pairs. Cognition means categorizing questions according to their difficulty or…

This article investigated the English research article (RA) titles across different disciplines and cultures. To this end, 600 RA titles in the Chinese context and 600 RA titles in the international context were collected from six disciplines, which are grouped as social and natural sciences. The frequency of title types, their subtypes, and title…

The purpose of the study is to determine pre-service Turkish language teachers' use of text structure elements and their awareness and experience with argumentative writing. The research was designed as a case study, which included 115 undergraduate students studying Turkish language teaching. The data of the study consisted of the participants'…

This corpus-based contrastive analysis examines the Russian classifying nouns, "tip" (type) and "vid" (kind) as well as the Korean classifying noun "yu-hyeong" and "jong-nyu." In the Russian language, the use of the words "tip" and "vid" depends on characteristics and the general contents…

Text classification typically performs best with large training sets, but short texts are very common on the World Wide Web. Can we use resampling and data augmentation to construct larger texts using similar terms? Several current methods exist for working with short text that rely on using external data and contexts, or workarounds. Our focus is…

Modern educational methods emphasize the necessity to transfer knowledge instead of data or information within the educational process. Thus it is important to the educational texts supporting the educational process contain knowledge in a particular textual representation. But it is not trivial to decide whether the particular piece of text…

The development of an appropriate authorial voice is considered to be fundamental to successful academic writing in the target language. Voice research in second language (L2) writing, therefore, seeks to delineate voice salience in L2 academic texts, the relationship between voice and high quality academic writing, the second language writer's…

The current study examined the effects of text-based relational (i.e., cohesion), propositional-specific (i.e., lexical), and syntactic features in a source text on subsequent integration of the source text in spoken responses. It further investigated the effects of word integration on human ratings of speaking performance while taking into…