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…

Digital image processing is an integral part of the computer vision field. However, traditional digital image processing teaching methods mainly focus on theoretical knowledge, lacking practical teaching content. To address this issue, this article proposes a project-based learning (PBL) model that consists of four key stages: project proposal,…

Quality is a main issue when practices of validation are developed. In the Nordic countries, a model of quality assurance in validation has been introduced, to be applied in the development of validation practices. The model puts the individual at the centre and introduces eight factors for quality: information, preconditions, documentation,…

Language documentation is increasingly seen as a collaborative process, engaging community members as active participants. Collaborative research produces better documentation that is valuable for both the academic community and the speakers. However, in many communities, speakers and language advocates lack the skills necessary to fully engage in…

Linguistic and anthropological research has demonstrated that language ideologies play a complex role in contexts of language endangerment, as well as in revitalization initiatives. In this paper, we articulate some central ways in which these beliefs and interests can translate into significant barriers to successful language revitalization.…

Users of digital language archives face a number of barriers when trying to discover and reuse the materials preserved in the digital collections created by current language documentation projects. These barriers include sparse descriptive metadata throughout many collections and the prevalence of audio-video materials that are impervious to…

This paper presents a remote corpus work model that was developed between an outside researcher and community collaborator to continue transcription/translation work at a distance with previously collected material in response to the travel restrictions imposed by the coronavirus pandemic. The paper describes, in detail, the corpus work model,…

This paper describes the approach used by two demonstration sites to implement Pyramid Model Practices at fidelity and address behavioral issues without the use of suspension and expulsion. The article describes the critical features of implementation used by public school preschool centers to improve the implementation of evidence-based social…

A significant and growing number of universities across the country are pursuing the agenda of public and civic engagement and giving serious consideration to resultant faculty roles. Along with new university commitment come new definitions of scholarship, including the scholarship of engagement. The scholarship of engagement continues to emerge…

The actuality of the research is due to the fact that in multinational Russia one of the most important issues is education of bilingual children in national republics and of migrant children, speaking their native language. This is due to multicultural environment of Russian regions and to migration processes that have marked the issue of…

Tuning, as a methodology, implies a philosophy of curriculum design, pedagogy, and assignment design. It implies that successful study in a discipline depends on intentional construction of learning experiences for students. Intentional construction of learning experiences requires an understanding of the learning goals set forth by faculty for…

Knowledge capitalization is one of many problems facing online communities of practice (CoPs). Knowledge accumulated through the participation in the community must be capitalized for future reuse. Most of proposals are specific and focus on knowledge modeling disregarding the reuse of that knowledge. In this paper, we are particularly interested…

Universities develop strategic planning documents, and as part of that planning process, logic models are developed for specific programs within the university. This article examines the long-standing pecan program at New Mexico State University and the deficiencies and successes in the evolution of its logic model. The university's agricultural…

This teaching case discusses the analysis of an electronic voting system. The development of the case was motivated by research into information security and management, but as it includes procedural aspects, organizational structure and personnel, it is a suitable basis for all aspects of systems analysis, planning and design tasks. The material…

Eportfolios are a powerful tool for business students to gain self-awareness and take control of their learning experiences. Ideally, they can be used as online profiles in the job application process, allowing more authenticity, personalization, and completeness than traditional resumes. In our colleges, eportfolios help students reflect on their…