This paper focuses on automatically assessing language proficiency levels according to linguistic complexity in learner English. We implement a supervised learning approach as part of an automatic essay scoring system. The objective is to uncover Common European Framework of Reference for Languages (CEFR) criterial features in writings by learners…

This study addresses whether there is anything special about learning a third language, as compared to learning a second language, that results solely from the order of acquisition. We use a computational model based on the mathematical framework of Linear Discriminative Learning to explore this question for the acquisition of a small trilingual…

Dialogue systems, commonly called as Chatbots, have gained escalating popularity in recent times due to their wide-spread applications in carrying out chit-chat conversations with users and accomplishing tasks as personal assistants. These systems are typically trained from manually-labeled data and/or written with handcrafted rules and often, use…

This study examined the pedagogical use of Google Translate (GT) and its associated text-to-speech synthesis (TTS) and automatic speech recognition (ASR) as tools to assist in the learning of second/foreign language Dutch vocabulary and pronunciation in an autonomous, self-directed learning setting. Thirty participants used GT (its translation,…

Native speakers of English have a strong preference for transferred negation as opposed to non-transferred negation. The present study aims to examine whether young Chinese-speaking ESL learners have a target-like preference for transferred negation and whether they have a system-wide representation of transferred negation in their early English…

This article is a succinct approach to Mapudungun language ideologies and their development within the political and economic context of 21st century Chile. Social media have empowered Mapudungun language activists and intellectuals and helped them create digital communities, some with hundreds of thousands of followers, from which they establish…

A number of studies have reported the cultural representations in English textbooks in many contexts, especially those in Asia. However, these studies relied on a small data set and the findings suffered severe limitations. To overcome such shortcomings, we self-built a corpus that has 40 volumes/books of over one million words to examine the…

Language borrowing from sources is a phenomenon used by developing writers as they are learning academic language, though there is much to be learned about how younger students borrow from sources. This study explores student writing, from a sample of 166 diverse middle graders, across topics to determine patterns in borrowing from instructional…

Despite writing and speaking being related activities, their end-products are entirely different. However, previous studies have not shown consistency in terms of grammar use in these two modes. Accordingly, in the present study, I aim to define the syntactic characteristics in these two modes with large-scale data and organized research designs.…

Authentic writing is an important aspect in education and research. Unfortunately, academic misconduct occurs among students and researchers. Consequently, written articles undergo certain detection measures and most teaching and research institutions use a range of software to detect plagiarism. However, state-of-the-art Automatic Article…

While the use of metadiscourse in L2 writing has received considerable attention in the past, little effort has been made to examine how L2 writers' use of metadiscourse in academic writing has evolved over time. In addressing this, the present study explored a diachronic evolution of interactional metadiscourse in research articles (RAs)…

This research investigated the use of English spoken discourse markers by Thai EFL learners in English conversation compared to native English speakers from two perspectives: frequency and pragmatic function. A total of 60 learners were involved in the research: 30 Thai B1-level learners and 30 Thai C1-level EFL learners. Spoken data was collected…

This paper reviews the literature on English for Specific Purposes (ESP) research in 15 CSSCI foreign language journals in China's CNKI database over the last two decades. The data have been quantified and visualized with Citespace. This paper analyzes research advances and themes, and then puts forward suggestions based on the current situation…

This research examines how the U.S. newspapers portrayed the Common Core State Standards between 2010-2017. Lexical choices and discursive strategies in the New York Times and the Wall Street Journal were identified using the Corpus-assisted Discourse Studies framework (Partington & Marchi, 2018; Reisigl, 2018). As a diachronic study focusing…

In this response to commentators, I agree with those who suggested that the distinction between exemplar- and abstraction-based accounts is something of a false dichotomy and therefore move to an abstractions-made-of-exemplars account under which (a) we store all the exemplars that we hear (subject to attention, decay, interference, etc.) but (b)…