Download or read book Dual Learning written by Tao Qin and published by Springer Nature. This book was released on 2020-11-13 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many AI (and machine learning) tasks present in dual forms, e.g., English-to-Chinese translation vs. Chinese-to-English translation, speech recognition vs. speech synthesis,question answering vs. question generation, and image classification vs. image generation. Dual learning is a new learning framework that leverages the primal-dual structure of AI tasks to obtain effective feedback or regularization signals in order to enhance the learning/inference process. Since it was first introduced four years ago, the concept has attracted considerable attention in multiple fields, and been proven effective in numerous applications, such as machine translation, image-to-image translation, speech synthesis and recognition, (visual) question answering and generation, image captioning and generation, and code summarization and generation. Offering a systematic and comprehensive overview of dual learning, this book enables interested researchers (both established and newcomers) and practitioners to gain a better understanding of the state of the art in the field. It also provides suggestions for further reading and tools to help readers advance the area. The book is divided into five parts. The first part gives a brief introduction to machine learning and deep learning. The second part introduces the algorithms based on the dual reconstruction principle using machine translation, image translation, speech processing and other NLP/CV tasks as the demo applications. It covers algorithms, such as dual semi-supervised learning, dual unsupervised learning and multi-agent dual learning. In the context of image translation, it introduces algorithms including CycleGAN, DualGAN, DiscoGAN cdGAN and more recent techniques/applications. The third part presents various work based on the probability principle, including dual supervised learning and dual inference based on the joint-probability principle and dual semi-supervised learning based on the marginal-probability principle. The fourth part reviews various theoretical studies on dual learning and discusses its connections to other learning paradigms. The fifth part provides a summary and suggests future research directions.
Download or read book Teaching Dual Language Learners written by Lisa M. López and published by Paul H Brookes Publishing. This book was released on 2020-08 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Teaching Dual Language Learners is a practical guide to help early childhood educators understand the needs of and provide instruction for young dual language learners in their classroom"--
Download or read book Dual Language Education written by Kathryn J. Lindholm-Leary and published by Multilingual Matters. This book was released on 2001-01-01 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dual language education is a program that combines language minority and language majority students for instruction through two languages. This book provides the conceptual background for the program and discusses major implementation issues. Research findings summarize language proficiency and achievement outcomes from 8000 students at 20 schools, along with teacher and parent attitudes.
Download or read book 45 Strategies That Support Young Dual Language Learners written by Shauna Tominey and published by Paul H Brookes Publishing. This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book shows teachers how to develop a toolbox of strategies for effectively teaching and engaging dual language learners while also supporting their families from diverse backgrounds. The book is organized by outlining and describing 45 teaching strategies that educators can use to implement best practices for effectively supporting dual language learners in their classroom. Using these tips, the authors detail how teachers can foster a language- and culture-inclusive classroom environment for all students"--
Download or read book Spotlight on Young Children written by Meghan Dombrink-Green and published by Spotlight on Young Children. This book was released on 2015 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers practical ways to support young dual language learners and their families. Addresses communicating, using technology, pairing children, and more.
Download or read book Dual Language Education Teaching and Leading in Two Languages written by David E. DeMatthews and published by Springer. This book was released on 2019-05-13 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive and interdisciplinary examination of dual language education for Latina/o English language learners (ELLs) in the United States, with a particular focus on the state of Texas and the U.S.-Mexico border. The book is broken into three parts. Part I examines how Latina/o ELLs have been historically underserved in public schools and how this has contributed to numerous educational inequities. Part II examines bilingualism, biliteracy, and dual language education as an effective model for addressing the inequities identified in Part I. Part III examines research on dual language education in a large urban school district, a high-performing elementary school that serves a high proportion of ELLs along the Texas-Mexico border, and best practices for principals and teachers. This volume explores the potential and realities of dual language education from a historical and social justice lens. Most importantly, the book shows how successful programs and schools need to address and align many related aspects in order to best serve emergent bilingual Latino/as: from preparing teachers and administrators, to understanding assessment and the impacts of financial inequities on bilingual learners. Peter Sayer, The Ohio State University, USA
Download or read book Computational Surgery and Dual Training written by Marc Garbey and published by Springer Science & Business Media. This book was released on 2013-12-05 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: This critical volume focuses on the use of medical imaging, medical robotics, simulation, and information technology in surgery. Part I discusses computational surgery and disease management and specifically breast conservative therapy, abdominal surgery for cancer, vascular occlusive disease and trauma medicine. Part II covers the role of image processing and visualization in surgical intervention with a focus on case studies. Part III presents the important role of robotics in image driven intervention. Part IV provides a road map for modeling, simulation and experimental data. Part V deals specifically with the importance of training in the computational surgery area.
Download or read book Dual Language Instruction written by Nancy Cloud and published by . This book was released on 2000 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dual Language Instruction: A Handbook for Enriched Education is an ideal professional reference title for those interested in teaching ESL, foreign language, and bilingual programs. It is a resource guide for implementing, evaluating, administering, and maintaining dual language instruction programs.
Download or read book Dual Language Essentials for Teachers and Administrators written by Yvonne S. Freeman and published by Heinemann Educational Books. This book was released on 2018 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dual Language Essentials for Teachers and Administratorshas been widely used as a guide for planning and implementing dual language programs. The Second Edition provides the latest theory, research, and best practices by drawing on the experiences of administrators and teachers in successful one-way and two-way bilingual dual language programs. Readable and practical, this edition features: - video clips illustrating powerful and effective strategies in dual language classrooms - an explanation of translanguaging and the changing views of bilinguals and bilingualism - examples of teachers using translanguaging strategies - the addition of essentials for secondary dual language programs - an explanation of long- and short-term curriculum planning and implementation - a discussion of academic and social equity in dual language programs - a description of best practices in biliteracy instruction. Dual Language Essentials for Teachers and Administrators, Second Edition will be your essential guide for planning and implementing a dual language program.
Download or read book Dual Language Education written by Sonia W. Soltero and published by Heinemann Educational Books. This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: As our global economy increasingly demands a highly educated, bilingual and biliterate workforce, educators feel more compelled than ever to offer culturally and linguistically responsive education that speaks to these demands as well as the diversity of today's student population. "For culturally and linguistically diverse students, dual language education offers the best alternative to increase their academic achievement and boost their social and economic potentials," writes Sonia Soltero. In Dual Language Education, Soltero provides a comprehensive view of what it takes to create well-designed, effective, sustainable dual language programs based on current dual language research and theory. Each chapter examines the pedagogical and organizational principles of dual language education, and the specific conditions necessary for their effective implementation. Vignettes from teachers, parents, and school leaders, illustrate the transformative power of dual language education to benefit all students.
Download or read book Dual Language Learners written by Angle Sancho Passe and published by Redleaf Press. This book was released on 2012-11-06 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teach young children English, maintain their home language, and develop the early literacy skills necessary for school readiness and success.
Download or read book Basics of Supporting Dual Language Learners written by Karen N. Nemeth and published by . This book was released on 2012 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt: Outlines the core ideas of DAP as practiced in kindergarten so teachers can deepen their everyday practice.
Download or read book The Essentials written by Iliana Alanis and published by Essentials. This book was released on 2021-02-02 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book answers the question what do early childhood educators need to understand to better address the linguistic, cognitive, and socioemotional needs of all DLLs in their classrooms?
Download or read book Dual Language Bilingual Education written by Kathryn I. Henderson and published by Multilingual Matters. This book was released on 2020-04-15 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the role of the teacher in dual language bilingual education (DLBE) implementation in a time of nationwide program expansion, in large part due to new and unprecedented top-down initiatives at state and district level. The book provides case studies of DLBE teachers who: (a) implemented the DLBE model with fidelity; (b) struggled to implement the DLBE model; and (c) adapted the DLBE model to meet the needs of their local classroom context. The book demonstrates the way teachers as language policymakers navigate and interpret district-wide DLBE implementation and the tensions that surface through this process. The research, conducted over four years using a variety of methods, highlights the challenges and opportunities faced by teachers implementing DLBE, and will be of interest to both teachers and administrators of DLBE programs as well as scholars working in bilingual education.
Download or read book The Handbook of Dual Language Bilingual Education written by Juan A. Freire and published by Taylor & Francis. This book was released on 2023-09-29 with total page 745 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook presents a state-of-the-art overview of dual language bilingual education (DLBE) research, programs, pedagogy, and practice. Organized around four sections—theoretical foundations; key issues and trends; school-based practices; and teacher and administrator preparation—the volume comprehensively addresses major and emerging topics in the field. With contributions from expert scholars, the handbook highlights programs that honor the assets of language-minoritized and marginalized students and provides empirically grounded guidance for asset-based instruction. Chapters cover historical and policy considerations, leadership, family relations, professional development, community partnerships, race, class, gender, and more. Synthesizing major issues, discussing central themes and advancing policy and practice, this handbook is a seminal volume and definitive reference text in bilingual/second language education.
Download or read book VET Boost Towards a Theory of Professional Competencies written by and published by BRILL. This book was released on 2009-01-01 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: The themes of the different papers in this book are related to five major areas of research. First, the book presents the work on a large-scale assessment in vocational and occupational education and training. Reason was the work of Frank Achtenhagen and his colleagues on the preparation of a VET-PISA which started in 2004 which has now become more and more a concrete program. The contributions to this part of the book contain a project description and profound presentations and discussions of measurement and evaluation problems. It reflects also the work of Achtenhagen with respect to item response theory, measurement and testing. The second part of this book presents a unique endeavour of promoting VET research: The Swiss Federal Office for Professional Education and Technology (OPET) initiated a program of Leading Houses of VET which are dedicated to different important research topics. This program might serve as example for comparable approaches in other countries. The third part highlights central issues of research on learning processes, curriculum theory and the use of technology. Here the work of Achtenhagen on competence-profile modelling, competence measurement and instructional and curriculum designing is touched. The fourth part stresses social and emotional learning as important aspects of VET learning. The fifth part considers the political and institutional dimensions of VET research which have to be taken into account when an international large-scale assessment of VET shall be getting started. Achtenhagen’s work on learning at work, leaning in economics and learning under the conditions of institutional modelling are discussed. The whole book is a collection of central issues around a field that is not yet taken enough into consideration in educational research, but pushed and supported by Frank Achtenhagen: VET research. He belongs to the founding fathers of it, and this is why precisely the book reflects new trends and new concepts with respect to the question “What can we, educational psychologists and educational researchers, learn from a rich and central research field.”
Download or read book Dual Bachelor a study courses with integral attainment of a Bachelor s degree and vocational Master qualification written by Jürgen Hogeforster and published by BoD – Books on Demand. This book was released on 2020-09-21 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a strong and growing shortage of qualified entrepreneurs and managers in the SME sector, and this is the main factor hampering further development in all European countries. To meet these challenges, there is an urgent need to raise the qualification level of master craftsman training (German Meisterausbildung) as effective entrepreneurship training according to the needs of entrepreneurial activity and to introduce entrepreneurship education at academic level. The aim of the "Bachelor & Meister" project, which ran from September 2017 to August 2020, was to develop an innovative learning approach in the form of a dual integrated degree programme combining the advantages of master craftsman training and university studies. During the 3-year project duration, 2 different models of the dual integral study courses were developed: the dual integral study course "Civil Engineering" and "Electrical Engineering". The testing of the dual integral study course "Civil Engineering" in Germany was initiated. This publication contains the relevant information like curricula, examination regulations or experiences as results of the project Bachelor & Meister with the following partners: Hanse Parlament (DE), hochschule 21 (DE), Satakunta University of Applied Sciences (FI), Poznan University of Life Sciences (PL), Wielkopolska Crafts Chamber in Poznan (PL) and Vilnius Gediminas Technical University (LT).
