In this article, I think with trains to reflect about education, its rhythms, trajectories, and the possibilities that "attentive looking through windows" can afford us in moving toward just futures. Using two of Alfonsina Storni's poems, the yellow train of "Cien años de soledad" as well as educational philosophy, I argue that…

This paper introduces REFLECTSUMM, a novel summarization dataset specifically designed for summarizing students' reflective writing. The goal of REFLECTSUMM is to facilitate developing and evaluating novel summarization techniques tailored to real-world scenarios with little training data, with potential implications in the opinion summarization…

In this article, I make sense of my encounters with the language of objectivity as a student, tutor, mentor, and researcher. I rely on Dorothy E. Smith's conceptualisation of the ethic of objectivity, a practice that requires the student to devalue their embodied experience while ripping it from their experiential knowledge, which in turn they…

Despite the growing movement to embrace sociomaterial approaches to feedback practices (e.g. Gravett, 2020), dialogicity remains the prominent and dominant approach, especially in the teaching of introductory or compulsory writing courses at the tertiary level. To examine this in our own practice, we reflected on and compared our written…

While a plethora of studies have been conducted on corrective feedback in L2 writing, praise as feedback has received less attention in L2 writing despite its well-acknowledged motivating functions in education and psychology (For economy of expression, the word "praise" will be used consistently throughout this paper to denote…

Higher education initiatives to support students from low socioeconomic backgrounds are widespread. However, there is pervasive concern within public discourse that such widening participation efforts have contributed to a 'dumbing down' of higher education. There are classed dimensions to evaluations of (dis)advantaged students' university…

Writing, supervision and evaluation of students' dissertations has received a fair share of attention in academic literature, with a focus on problems of marking, information processing mechanisms, worldviews and more. In most texts, problems of inconsistency, transparency and fairness are identified, leading to frustration among supervisors,…

Measuring lexical diversity in texts that have different lengths is problematic because length has a significant effect on the number of types a text contains, thus hampering any comparison. Treffers-Daller et al. (2018) recommended a simple solution, namely counting the number of types in a section of a given length that was extracted from the…

Automated Essay Scoring (AES) tools aim to improve the efficiency and consistency of essay scoring by using machine learning algorithms. In the existing research work on this topic, most researchers agree that human-automated score agreement remains the benchmark for assessing the accuracy of machine-generated scores. To measure the performance of…

The proliferation of large language models represents a paradigm shift in the landscape of automated essay scoring (AES) systems, fundamentally elevating their accuracy and efficacy. This study presents an extensive examination of large language models, with a particular emphasis on the transformative influence of transformer-based models, such as…

This book incorporates both practice-based information and research to underpin teachers' emotions in the teaching and learning settings of second language (L2) writing, in the Chinese tertiary educational context. It introduces and validates a new conceptual framework for evaluating the causes and effects of the emotions of L2 writing teachers…

An underexplored question, and one with potentially far-reaching implications for the practice of written corrective feedback (WCF), is whether to mark a wide range of errors (comprehensive feedback) or to focus on a few error types (focused feedback) in learners' L2 writing. Despite limited evidence, it is argued that comprehensive WCF is…

In the past two decades, syntactic complexity measures (e.g. the length or number of words per clause/t-unit/sentences and number of clauses per t-unit/sentence, and types of clauses used) have been widely used to determine and benchmark language proficiency development in speaking and writing. (Norris and Ortega 2009; Lu 2011). However, the…

In this archival history, a college writing teacher and recent graduate together challenge the integrationist narrative of Basic Writing, grounded in "white innocence" and dating back to the 1970s. Joining other studies of physical and linguistic segregation in higher education, we recover the true birth of Basic Writing from 1969 to…

During reading, students construct mental models of what they read. Summaries can be used to evaluate the latent knowledge structure of these mental models. We used indices from Student Mental Model Analyzer for Research and Teaching (SMART) to explore the potential of a global index, Graph Centrality (GC), as a measure to describe mental model…