This paper explores the concept of dynamically generating definitions using a deep-learning model. We do this by creating a dataset that contains definition entries and contexts associated with each definition. We then fine-tune a GPT-2 based model on the dataset to allow the model to generate contextual definitions. We evaluate our model with…

This literature review attempts to survey representative studies within the context of L2 speaking assessment that have contributed to the conceptualization of rater cognition. Two types of studies are looked at: 1) studies that examine "how" raters differ (and sometimes agree) in their cognitive processes and rating behaviors, in terms…

The most fundamental reason why teachers are evaluated is because public schools take public money, and the public has a right to expect high-quality teaching. But there are two more basic purposes: (1) to ensure teacher quality; and (2) to promote professional development. The challenge is merging these two purposes of teacher evaluation.…

Background: Since the late 1970s participatory approaches have been widely promoted to evaluate international development programs. However, there is no universal agreement of what is meant by participatory evaluation. For some evaluators, participatory evaluations involve the extensive participation of all stakeholder groups (from donor to…

An approach is presented to the definition of minimal competence for judges to use in standard setting. Panelists in standard setting must receive training to ensure that differences in rating result from differences in perceptions of item difficulty, not in differences of opinion about the definition of minimal competence. (SLD)