Topic models are mathematical and statistical models used to analyze textual data. The objective of topic models is to gain information about the latent semantic space of a set of related textual data. The semantic space of a set of textual data contains the relationship between documents and words and how they are used. Topic models are becoming…

This study examined the semantic features of the simulated mini-lectures in the listening sections of the International English Language Testing System (IELTS) and the Test of English as a Foreign Language (TOEFL) based on automatized semantic analysis to explore the content validity of the two tests. Two study corpora were utilized, the IELTS…

The primary aim of this study was to investigate the impact of using online discussions on L2 learners' lexical complexity (LC) using a blend of qualitative and quantitative data collection methods to measure how L2 learners' lexical variation, lexical density, and lexical richness can be influenced by online interactions facilitated in virtual…

The aim of this study is to compare how two different Virtual Exchanges (VE) contribute to language learning in a Japanese university context. Task-Based Language Teaching (TBLT) using VE has been a focus in this study. There are huge advantages of using technology in language teaching such as increasing language use opportunities, feedback, and…

With English as the lingua franca, numerous universities in non-English speaking countries offer programs with English medium of instruction (EMI) to receive international recognition in academia. These universities utilize their websites as primary sources for attracting prospective students and faculty from abroad. Drawing upon the distinction…

Usage-based linguistics posits that communicative functions, including pragmatics, are at the core of language (Tomasello, 1992). It is surprising, then, that pragmatics is rarely systematically included in second language curricula (e.g., Bardovi-Harlig, 2017), especially since pragmatics instruction has been shown to significantly contribute to…

Lord's Wald test for differential item functioning (DIF) has not been studied extensively in the context of the multidimensional item response theory (MIRT) framework. In this article, Lord's Wald test was implemented using two estimation approaches, marginal maximum likelihood estimation and Bayesian Markov chain Monte Carlo estimation, to detect…

The unstructured conversations of students who chatted with Freudbot in his Second Life virtual office over a 32-month period were examined in order to better understand the nature of the virtual relationship between students and conversational agents (CA) as historical figures. This research builds on past work that examined these conversations…

This study describes a strengths-based blended personalized learning model, the implementation of the model over a 4-year period, and the results of an impact study focused on measuring its effectiveness. The model includes many commonly-used features of personalized learning, including (a) competency-based progressions, (b) flexible learning…

Recent scholarship has proposed a pedagogy of multiliteracies to frame FL curricula and instruction, and encourage critical reflection about language use through a variety of discourses and textual genres. One pedagogical framework conducive to fostering learners' intersemiotic awareness is Global Simulation (GS). GS consists in the creation of a…