Text provides a compelling example of unstructured data that can be used to motivate and explore classification problems. Challenges arise regarding the representation of features of text and student linkage between text representations as character strings and identification of features that embed connections with underlying phenomena. In order…

How does the process of racialization unfold as a discursive project at the university? How do students and faculty in the classroom use racial categories in supposedly post-racial places? How do People of Color in higher education in Norway narrate their experiences of being 'Othered'? We draw on two linked studies and use membership…

The doctoral defence is the oral examination of the doctoral thesis. While it is a major milestone for doctoral candidates, this event is often shrouded in mystery. In this article, I explore the doctoral defence from an international perspective. I have studied the format of the defence based on written testimonies as well as the literature on…

Heightened concerns about the health of the teaching profession highlight the importance of studying the early teacher pipeline. This exploratory, descriptive article examines preservice teachers' expressed motivation for pursuing a teaching career. Using data from a large teacher education program in Texas, we use a natural language processing…

Anticipatory "it" pattern, which encodes interpersonal stance, plays a crucial role in academic writing. While previous studies have been explored the overuse and the underuse of this pattern among English as a Foreign Language (EFL) learners and published writers, there has been limited exploration of how EFL learners use the…

Heightened concerns about the health of the teaching profession highlight the importance of studying the early teacher pipeline. This exploratory, descriptive article examines preservice teachers' expressed motivation for pursuing a teaching career. Using data from a large teacher education program in Texas, we use a natural language processing…

This study examined interactional sequences in which students initiated storytelling in classroom interactions. The data consisted of 13 stories initiated by students in intermediate and advanced Persian language classes at two North American Universities. The study drew on conversation analysis in combination with membership categorization…

Higher Education Institutions (HEIs) have mission statements as a matter of course. This article analyses 127 mission statements from UK HEIs, comprising 76.048% of the mainstream UK higher education sector. The statements were divided into the categories of Russell Group; Other; and Specialist Institution. A mixed methods research approach was…

This study analyzes the linguistic features of counter-arguments and support arguments using two computational linguistic tools: Coh-Metrix and Gramulator. The research question investigates whether counter-argument paragraphs and support paragraphs are different in terms of their linguistic features. To conduct this study, a corpus of 78…

This study probed EFL learners' negotiation of meaning and negotiation strategy in two unfocused and two focused tasks using a counterbalanced design. Each of the focused/unfocused tasks included one opinion-exchange and decision-making task type, which resulted in four particular task conditions. To this end, 36 Iranian intermediate EFL learners…

Instructor Talk--the noncontent language used by an instructor during class time--is likely to influence learning environments in science classrooms from the student perspective. Despite Instructor Talk being found in every science course thus far, investigations into student perceptions and memories of it are limited. We investigated to what…

This paper addressed the under-investigated question whether speech act moves can be identified and classified in conversation by examining the content, positioning, and strategic role of utterances in turns and turn sequences. To this end, offering exchanges were analysed in the transcripts of 31 open role-plays. These were elicited from American…

Multi-word sequences are important components of language because they are building blocks that can be used to create long stretches of discourse. They are word combinations that have particular importance because of their co-occurrence and function in discourse that suggest that they are stored and retrieved from memory as a whole rather than as…

We propose that machine-learned computational models (MLCMs), in which the model parameters and perhaps even structure are learned from data, can complement extant approaches to the study of text and discourse. Such models are particularly useful when theoretical understanding is insufficient, when the data are rife with nonlinearities and…

Internationalization at home (IaH) policies in higher education institutions (HEIs) are rarely negotiated with and by students. Therefore, students' takes on such policies could be missed opportunities for HEIs. This qualitative study investigates international and local students' negotiations and meaning-making of integration and IaH as stated by…