The use of machine translation has become a topic of debate in language learning, which highlights the need to thoroughly examine the appropriateness and role of machine translation in educational settings. Under the theoretical framework of task-technology fit, this explanatory case study set out to investigate the predictive role of machine…

In an Intelligent Tutoring System (ITS), problem (or question) difficulty is one of the most critical parameters, directly impacting problem design, test paper organization, result analysis, and even the fairness guarantee. However, it is very difficult to evaluate the problem difficulty by organized pre-tests or by expertise, because these…

Over the past two decades, the Involvement Load Hypothesis (ILH) has become a popular buzzword in the field of Second Language Acquisition (SLA). Although applications of the ILH can improve students' learning of productive vocabulary, this effect appears to be transitory. Students' learning of productive vocabulary often fades over time, as shown…

Machine translation post-editing (MTPE) has become a common practice in translation industry, which calls much attention in academia. However, little research has been carried out to investigate students' cognitive and motivational individual differences in MTPE. The purpose of the present study was to examine the predictive effects of…

The newborn MTI (Master of Translation and Interpreting) program in China is a new platform that induces abundant opportunities for translator training, meanwhile poses methodological and professional challenges. Thus, an interactive teaching and learning model is proposed. This study is devoted to finding out whether the interactive model…

Since 2000, translator and interpreter trainers have been arguing against the use of a transmissionist approach and for the use of a transformationist approach. Such a change in instructional approach is rooted in a shift in trainers' beliefs from behaviourism to social constructivism/situated learning. Teachers' beliefs on the nature of knowledge…

Collaborative output has been found to facilitate L2 lexical learning due to the cognitive word processing engendered in it. Yet it is not clear how interactions involved in collaborative output could affect learners' word processing and hence their lexical learning. This paper takes a sociocultural perspective to investigate Chinese EFL learners'…