In this investigation we propose new machine learning methods for automated scoring models that predict the vocabulary acquisition in science and social studies of second grade English language learners, based upon free-form spoken responses. We evaluate performance on an existing dataset and use transfer learning from a large pre-trained language…

This article traces the interaction of multimodal semiotic resources within and across tasks constituting a science unit on surface tension in an eighth-grade sheltered science classroom. Two discourses, operating simultaneously, realized differently motivated signs. This article follows the contribution of linguistic and extralinguistic modes…

This study investigates the relationship between performances on the speaking component of the TOEFL iBTTM with performances on academic oral assessment tasks. For the academic tasks, we recorded and transcribed the performances of five local and five high-achieving international undergraduate students on oral assessment tasks in core first-year…

Upper-secondary school students must prepare for adult life, which--among others--entails acquiring relevant skills and discovering their own potential. Efforts at European and national levels have been made to ensure that students gain the competences, the so-called key competences, which facilitate functioning in the modern world. However, in…

This article outlines research into innovative language teaching practices that make optimal use of technology and Computer-Mediated Communication (CMC) for an integrated approach to Project-Based Learning. It is based on data compiled during a 10- week language project that employed videoconferencing and "machinima" (short video clips…

This book represents the first collection of studies on Content and Language Integrated Learning (CLIL) which brings together a range of perspectives through which CLIL has been investigated within Applied Linguistics. The book aims to show how the four perspectives of Second Language Acquisition (SLA), Systemic Functional Linguistics (SFL),…

The Multilevel Assessment of Science Standards (MASS) project is creating a new generation of technology-enhanced formative assessments that bring the best formative assessment practices into classrooms to transform what, how, when, and where science learning is assessed. The project is investigating the feasibility, utility, technical quality,…

This study shows the impact and results of implementing three cognitive strategies in science teaching in English. The three-month study was carried out with 144 second grade students at a public school of Bogota's Bilingualism program, but only 40 students contributed in the data collection process. Data collected from observations and…