This paper explores three simple data manipulation techniques (synthesis, augmentation, curriculum) for improving abstractive summarization models without the need for any additional data. We introduce a method of data synthesis with paraphrasing, a data augmentation technique with sample mixing, and curriculum learning with two new difficulty…

Humans synthesize whenever they see links between ideas they have gleaned from other sources. Human brains operate by seeing patterns and trying to make linkages. As students learn about a topic through creating a text-based presentation, they might have varying conceptual understandings of how they can combine their ideas with the information…

Qualitative research methods require transparency to ensure the "trustworthiness" of the data analysis. The intricate processes of organising, coding and analysing the data are often rendered invisible in the presentation of the research findings, which requires a "leap of faith" for the reader. Computer assisted data analysis software can be used…

The debate defining thinking, critical thinking, and higher-level thinking is expansive. Geersteen (2003) provides an excellent review of this literature and suggests that one way to distinguish between lower- and higher-level thinking is based on the level of abstraction. In this article, the authors focus on analysis and synthesis or…

Qualitative and quantitative research approaches are generally considered to be mutually exclusive. It is possible, however, that a synthesis can be achieved at the level of interpretation and explanation of findings. This paper is divided into four sections to provide: (1) an understanding of explanation and the explanation problem in research;…

Synthesis can take many forms at the high school level and from a Big6 perspective. Synthesis means purposeful, valuable and interesting assignments. It is very important for a classroom teacher to recognize that students can synthesize information several times during a project and that there are many different ways to present information.

Guidelines are offered that make it more likely that high-quality information will be extracted and coded from primary research reports in meta-analyses. It is also noted that the methodology of meta-analysis results in pressure to change the type of information that appears in primary research reports. (SLD)

This report presents an overview of the procedures used to produce the findings contained in three reports concerning vocational education coordination and planning. Following a summary of the findings of barriers and facilitators to coordination in vocational education planning, a description of the basic procedures for this research effort is…