Errors and Intelligence in Computer-Assisted Language Learning

…. to imagine a language means to imagine a form of life. ––Ludwig Wittgenstein (Philosophical Investigation, 1953) Whatever specific goal motivated people who study Chinese at first eventually dissolves into the larger Chinese world, and that world—its loves and joys, its stings and frustrations, in any case its incapability of being boring—takes over. This is a fascinating, insightful collection of essays by some of the world’s most renowned China experts, who share personal recollections of their time in China—often beginning in the 1970s, when foreigners were just beginning to navigate the linguistic and cultural terrain of that country—and reflect on what learning Chinese has meant to them in their careers and lives. These ten native English speakers share rare and, at times, humorous and intimate moments, of how learning and speaking Chinese has removed barriers, built rapport, opened doors and sometimes led them down entirely unexpected roads that have changed the course of th

Cognitive linguists and psychologists have often argued that language is best understood as an association network; however while the network view of language has had a significant impact on the study of morphology and lexical semantics, it is only recently that researchers have taken an explicit network approach to the study of syntax. This innovative study presents a dynamic network model of grammar in which all aspects of linguistic structure, including core concepts of syntax (e.g. phrase structure, word classes, grammatical relations), are analyzed in terms of associative connections between different types of linguistic elements. These associations are shaped by domain-general learning processes that are operative in language use and sensitive to frequency of occurrence. Drawing on research from usage-based linguistics and cognitive psychology, the book provides an overview of frequency effects in grammar and analyzes these effects within the framework of a dynamic network model.

Despite advancements in and availability of corpus software in language classrooms facilitating data-driven learning (DDL), the use of such methods with pre-tertiary learners remains rare. This book s

With over 6,500 fully illustrated words and phrases in Korean and English, along with a free bilingual audio app, using and learning Korean has never been easier.Perfect for tourists, business travellers and students, DK's Korean English Bilingual Visual Dictionary is your essential companion when buying food, talking about work, discussing health, and studying the Korean language. The dictionary is incredibly easy to follow, with thematically organized vocabulary so you can find closely related words on a particular topic. Words and phrases are illustrated with full-colour photographs and artworks, helping to fix new vocabulary in your mind. A comprehensive two-way index provides an instant reference point for new Korean vocabulary. The supporting audio app enables you to hear over 6,500 words and phrases spoken out loud in both Korean and English. Available on the App Store and Google Play, the audio app is easy to use and provides an intuitive reference for language learning, helpin

Finite-state methods are the most efficient mechanisms for analysing textual and symbolic data, providing elegant solutions for an immense number of practical problems in computational linguistics and computer science. This book for graduate students and researchers gives a complete coverage of the field, starting from a conceptual introduction and building to advanced topics and applications. The central finite-state technologies are introduced with mathematical rigour, ranging from simple finite-state automata to transducers and bimachines as 'input-output' devices. Special attention is given to the rich possibilities of simplifying, transforming and combining finite-state devices. All algorithms presented are accompanied by full correctness proofs and executable source code in a new programming language, C(M), which focuses on transparency of steps and simplicity of code. Thus, by enabling readers to obtain a deep formal understanding of the subject and to put finite-state methods t

"Whether you are learning on your own with a textbook or taking a beginning class, Practice Makes Perfect: Basic Portuguese will support your study and build your confidence in your new language. Each

An accessible introduction to the artificial intelligence technology that enables computer vision, speech recognition, machine translation, and driverless cars.Deep learning is an artificial intellige

A clear introduction to lexical-functional grammar (LFG), this outstanding textbook sets out a formal approach to the study of language using a step-by-step approach and rich language data. Data from English and a range of other languages is used to illustrate the main concepts, allowing those students not accustomed to working with cross-linguistic data to familiarize themselves with the theory, while also enabling those interested in how the theory can account for more challenging data sets to extend their learning. Exercises ranging from simple technical questions to analyses of a data set, as well as a further resources section with a literature review complete each chapter. The book aims to equip readers with the skills to analyze new data sets and to begin to engage with the primary LFG literature.

A clear introduction to lexical-functional grammar (LFG), this outstanding textbook sets out a formal approach to the study of language using a step-by-step approach and rich language data. Data from English and a range of other languages is used to illustrate the main concepts, allowing those students not accustomed to working with cross-linguistic data to familiarize themselves with the theory, while also enabling those interested in how the theory can account for more challenging data sets to extend their learning. Exercises ranging from simple technical questions to analyses of a data set, as well as a further resources section with a literature review complete each chapter. The book aims to equip readers with the skills to analyze new data sets and to begin to engage with the primary LFG literature.

Taking an up-to-date and truly global approach, this volume presents a wide range of phenomena in politeness research, and discusses key developments in the field. Covering eight major world languages as well as several language varieties, a team of leading scholars provide a multilingual and multicultural perspective on various speech acts and emic conceptualisations of politeness, and a diachronic view of the field. Most significantly, the volume focuses on the latest trends in the field, such as metapragmatic approaches to im/politeness, politeness and globalization, politeness in computer mediated communication, and politeness and prosody, spanning a wide range of methodologies and types of data, including naturally occurring conversations, role plays, email messages, social media, online discussion forums, ethnographic interviews, focus groups, questionnaires, experiments and language corpora.

Now in its second edition, this volume provides an up to date, accessible, yet authoritative introduction to feedback on second language writing for upper undergraduate and postgraduate students, teachers and researchers in TESOL, applied linguistics, composition studies and English for academic purposes (EAP). Chapters written by leading experts emphasise the potential that feedback has for helping to create a supportive teaching environment, for conveying and modelling ideas about good writing, for developing the ways students talk about writing, and for mediating the relationship between students' wider cultural and social worlds and their growing familiarity with new literacy practices. In addition to updated chapters from the first edition, this edition includes new chapters which focus on new and developing areas of feedback research including student engagement and participation with feedback, the links between SLA and feedback research, automated computer feedback and the use b

Providing a comprehensive survey of cutting-edge work on second language learning, this Handbook, written by a team of leading experts, surveys the nature of second language learning and its implications for teaching. Prominent theories and methods from linguistics, psycholinguistics, processing-based, and cognitive approaches are covered and organised thematically across sections dealing with skill development, individual differences, pedagogical interventions and approaches, and context and environment. This state-of-the-art volume will interest researchers in second language studies and language education, and will also reach out to advanced undergraduate and graduate students in these and other related areas.

Now in its second edition, this volume provides an up to date, accessible, yet authoritative introduction to feedback on second language writing for upper undergraduate and postgraduate students, teachers and researchers in TESOL, applied linguistics, composition studies and English for academic purposes (EAP). Chapters written by leading experts emphasise the potential that feedback has for helping to create a supportive teaching environment, for conveying and modelling ideas about good writing, for developing the ways students talk about writing, and for mediating the relationship between students' wider cultural and social worlds and their growing familiarity with new literacy practices. In addition to updated chapters from the first edition, this edition includes new chapters which focus on new and developing areas of feedback research including student engagement and participation with feedback, the links between SLA and feedback research, automated computer feedback and the use b

Proofs play a central role in advanced mathematics and theoretical computer science, yet many students struggle the first time they take a course in which proofs play a significant role. This bestselling text's third edition helps students transition from solving problems to proving theorems by teaching them the techniques needed to read and write proofs. Featuring over 150 new exercises and a new chapter on number theory, this new edition introduces students to the world of advanced mathematics through the mastery of proofs. The book begins with the basic concepts of logic and set theory to familiarize students with the language of mathematics and how it is interpreted. These concepts are used as the basis for an analysis of techniques that can be used to build up complex proofs step by step, using detailed 'scratch work' sections to expose the machinery of proofs about numbers, sets, relations, and functions. Assuming no background beyond standard high school mathematics, this book w

Computers touch our lives everyday, in countless ways, but how do they know what to do? How do we communicate with them and they with each other? Language! Grace Hopper was a pioneer in computer progr

Learning language and using language to learn is at the core of any educational activity. Bringing together a globally representative team of experts, this volume presents an innovative and empirically robust collection of studies that examine the role of language in education, with a particular emphasis on features of school-relevant language in middle childhood and adolescents, and its precursors in early childhood. It addresses issues such as how children's linguistic and literacy experiences at home prepare them for school, how the classroom functions as a language-mediated learning environment, and how schools can support language minority students in academic attainment. Set in three parts - Early Childhood, Middle Childhood and Adolescence and Learning in Multilingual Contexts - each part features a discussion from experts in the field to stimulate conversation and further routes for research. Its structure will make it useful for anyone interested in ongoing efforts towards bui

Python is today's fastest growing programming language. This engaging and refreshingly different guide breaks down the skills into clear step-by-step chunks and explains the theory using brief easy-to-understand language. Rather than bamboozling readers with pages of mind-numbing technical jargon, this book includes 150 practical challenges, putting the power in the reader's hands. Through creating programs to solve these challenges the reader will quickly progress from mastering the basics to confidently using subroutines, a graphical user interface, and linking to external text, csv and SQL files. This book is perfect for anyone who wants to learn how to program with Python. In particular, students starting out in computer science and teachers who want to improve their confidence in Python will find here a set of ready-made challenges for classroom use.

Proofs play a central role in advanced mathematics and theoretical computer science, yet many students struggle the first time they take a course in which proofs play a significant role. This bestselling text's third edition helps students transition from solving problems to proving theorems by teaching them the techniques needed to read and write proofs. Featuring over 150 new exercises and a new chapter on number theory, this new edition introduces students to the world of advanced mathematics through the mastery of proofs. The book begins with the basic concepts of logic and set theory to familiarize students with the language of mathematics and how it is interpreted. These concepts are used as the basis for an analysis of techniques that can be used to build up complex proofs step by step, using detailed 'scratch work' sections to expose the machinery of proofs about numbers, sets, relations, and functions. Assuming no background beyond standard high school mathematics, this book w

Classical logic is concerned, loosely, with the behaviour of truths. Epistemic logic similarly is about the behaviour of known or believed truths. Justification logic is a theory of reasoning that enables the tracking of evidence for statements and therefore provides a logical framework for the reliability of assertions. This book, the first in the area, is a systematic account of the subject, progressing from modal logic through to the establishment of an arithmetic interpretation of intuitionistic logic. The presentation is mathematically rigorous but in a style that will appeal to readers from a wide variety of areas to which the theory applies. These include mathematical logic, artificial intelligence, computer science, philosophical logic and epistemology, linguistics, and game theory.

This first bilingual edition of France's most enduring wartime novel introduces Vercors's famous tale to a generation without personal experience of World War II who may not be able to read it in its original language. Now available in paperback, readers are assisted with a historical and literary introduction, explanatory notes, a glossary of French terms and a select bibliography.

The British campaign in Norway in 1940 was an ignominious and abject failure. It is perhaps best known as the fiasco which directly led to the fall of Prime Minister Neville Chamberlain and his replacement by Winston Churchill. But what were the reasons for failure? Why did the decision makers, including Churchill, make such poor decisions and exercise such bad judgement? What other factors played a part? John Kiszely draws on his own experience of working at all levels in the military to assess the campaign as a whole, its context and evolution from strategic failures, intelligence blunders and German air superiority to the performance of the troops and the serious errors of judgement by those responsible for the higher direction of the war. The result helps us to understand not only the outcome of the Norwegian campaign but also why more recent military campaigns have found success so elusive.

Learning Chinese Language and Culture is an intermediate level textbook, which was intended to be used throughout the entire school year and designed mainly for students who have completed introductory courses of Chinese as a foreign language. This book illustrates Chinese language knowledge and introduces Chinese culture in twenty-two lessons, covering a variety of cultural content, including customs and manners, holidays and festivals, poems and idioms, calligraphy and couplets, myths and legends, feng shui and superstitions, and historical relics and sceneries and many others. In every lesson, the authors have strived to maintain a clear topic and a coherent structure. They have also endeavored to keep the contents lively and achieve a fluent writing style while closely controlling the structure and grammar of every lesson.

Learning Chinese Language and Culture is an intermediate level textbook, which was intended to be used throughout the entire school year and designed mainly for students who have completed introductory courses of Chinese as a foreign language. This book illustrates Chinese language knowledge and introduces Chinese culture in twenty-two lessons, covering a variety of cultural content, including customs and manners, holidays and festivals, poems and idioms, calligraphy and couplets, myths and legends, feng shui and superstitions, and historical relics and sceneries and many others. In every lesson, the authors have strived to maintain a clear topic and a coherent structure. They have also endeavored to keep the contents lively and achieve a fluent writing style while closely controlling the structure and grammar of every lesson.

The increased and widespread availability of large network data resources in recent years has resulted in a growing need for effective methods for their analysis. The challenge is to detect patterns that provide a better understanding of the data. However, this is not a straightforward task because of the size of the data sets and the computer power required for the analysis. The solution is to devise methods for approximately answering the questions posed, and these methods will vary depending on the data sets under scrutiny. This cutting-edge text introduces biological concepts and biotechnologies producing the data, graph and network theory, cluster analysis and machine learning, before discussing the thought processes and creativity involved in the analysis of large-scale biological and medical data sets, using a wide range of real-life examples. Bringing together leading experts, this text provides an ideal introduction to and insight into the interdisciplinary field of network da

Complete Preliminary 2nd edition is the most thorough preparation for B1 Preliminary. Complete is trusted by millions of candidates worldwide. This course allows you to maximise students' performance with the Complete approach to language development and exam training.It creates a stimulating learning environment with eye-catching images, easy-to-navigate units and fun topics. Students are able to build confidence through our unique understanding of the exam and insights from previous candidate performance, and the Complete exam journey for successful and stress-free outcomes. Online Practice accompanying each Student's Book offers additional practice in grammar and vocabulary.Downloadable Class Audio containing the listening material for this course is provided with the Teacher's Book.

Using Figurative Language presents results from a multidisciplinary decades-long study of figurative language that addresses the question, 'Why don't people just say what they mean?' This research empirically investigates goals speakers or writers have when speaking (writing) figuratively, and concomitantly, meaning effects wrought by figurative language usage. These 'pragmatic effects' arise from many kinds of figurative language including metaphors (e.g. 'This computer is a dinosaur'), verbal irony (e.g. 'Nice place you got here'), idioms (e.g. 'Bite the bullet'), proverbs (e.g. 'Don't put all your eggs in one basket') and others. Reviewed studies explore mechanisms - linguistic, psychological, social and others - underlying pragmatic effects, some traced to basic processes embedded in human sensory, perceptual, embodied, cognitive, social and schematic functioning. The book should interest readers, researchers and scholars in fields beyond psychology, linguistics and philosophy that

This volume honours the work and writings of Professor Sir John Baker over the past fifty years, presenting a collection of essays by leading scholars on topics relating to the sources of English legal history, the study of which Sir John has so much advanced. The essays range from the twelfth century to the nineteenth, considering courts (central and local), the professions (both common law and civilian), legal doctrine, learning, practice, and language, and the cataloguing of legal manuscripts. The sources addressed include court records, reports of litigation (in print and in manuscript), abridgements, fee books and accounts, conveyances and legal images. The volume advances understanding of the history of the common law and its sources, and by bringing together essays on a range of topics, approaches and periods, underlines the richness of material available for the study of the history of English law and indicates avenues for future research.

The home of trusted Turkish dictionaries for everyday language learning. A handy Turkish to English and English to Turkish dictionary. Offering learners at home, school and in the office extensive and up-to-date coverage of Turkish and English in a compact, portable format.

With more than 6,500 fully illustrated words and phrases in Hindi and English, along with a free bilingual audio app, Hindi language learning has never been easier. Perfect for tourists and business t

With the increasing public interest in artificial intelligence (AI), there is also increasing interest in learning about the benefits that AI can deliver to society. This book focuses on research advances in AI that benefit the conservation of wildlife, forests, coral reefs, rivers, and other natural resources. It presents how the joint efforts of researchers in computer science, ecology, economics, and psychology help address the goals of the United Nations' 2030 Agenda for Sustainable Development. Written at a level accessible to conservation professionals and AI researchers, the book offers both an overview of the field and an in-depth view of how AI is being used to understand patterns in wildlife poaching and enhance patrol efforts in response, covering research advances, field tests and real-world deployments. The book also features efforts in other major conservation directions, including protecting natural resources, ecosystem monitoring, and bio-invasion management through the

Interest in nonparametric methodology has grown considerably over the past few decades, stemming in part from vast improvements in computer hardware and the availability of new software that allows practitioners to take full advantage of these numerically intensive methods. This book is written for advanced undergraduate students, intermediate graduate students, and faculty, and provides a complete teaching and learning course at a more accessible level of theoretical rigor than Racine's earlier book co-authored with Qi Li, Nonparametric Econometrics: Theory and Practice (2007). The open source R platform for statistical computing and graphics is used throughout in conjunction with the R package np. Recent developments in reproducible research is emphasized throughout with appendices devoted to helping the reader get up to speed with R, R Markdown, TeX and Git.

This book investigates both the theoretical and practical aspects of teacher education for early language teachers. The chapters focus on the complexity of teacher learning, innovations in mentoring a

This book investigates both the theoretical and practical aspects of teacher education for early language teachers. The chapters focus on the complexity of teacher learning, innovations in mentoring a

With over 6,500 fully illustrated words and phrases in Korean and English, along with a free bilingual audio app, Korean language learning has never been easier.Perfect for tourists and business trave

With over 6,500 fully illustrated words and phrases in Hindi and English, along with a free bilingual audio app, Hindi language learning has never been easier.Perfect for tourists and business travell

A penetrating guide to artificial intelligence: what it is, how it works, and the ways it will define our lives—for better and worseComputer programs can recognize human faces more reliably than humans. They beat us at board games, they bluff better than the best poker players in the world, and some of them can almost pass as human. At a breathtaking pace, machines are becoming better and faster at making complex decisions—even compared to us. In Who’s Afraid of AI?, a guide to the most awe-inspiring AI achievements—as well as the most frightening—award-winning author Thomas Ramge expertly explains how machines are learning to learn. Plus, he turns our gaze toward the future as he ponders the greatest AI conundrum: What will become of humans when smart machines become more intelligent than us? What happens when, in many ways, we’re obsolete?

This textbook will help you unlock and access the great potential of corpus linguistics for language learning. While other books discuss how instructors may implement corpora in the classroom, this bo

With the increasing public interest in artificial intelligence (AI), there is also increasing interest in learning about the benefits that AI can deliver to society. This book focuses on research advances in AI that benefit the conservation of wildlife, forests, coral reefs, rivers, and other natural resources. It presents how the joint efforts of researchers in computer science, ecology, economics, and psychology help address the goals of the United Nations' 2030 Agenda for Sustainable Development. Written at a level accessible to conservation professionals and AI researchers, the book offers both an overview of the field and an in-depth view of how AI is being used to understand patterns in wildlife poaching and enhance patrol efforts in response, covering research advances, field tests and real-world deployments. The book also features efforts in other major conservation directions, including protecting natural resources, ecosystem monitoring, and bio-invasion management through the

From the origins of writing to today's computer-mediated communication, material technologies shape how we read and write, how we construe and share knowledge, and ultimately how we understand ourselves in relation to the world. However, communication technologies are themselves designed in particular social and cultural contexts and their use is adapted in creative ways by individuals. In this book, Richard Kern explores how technology matters to language and the ways in which we use it. Kern reveals how material, social and individual resources interact in the design of textual meaning, and how that interaction plays out across contexts of communication, different situations of technological mediation, and different moments in time. Showing how people have adapted visual forms to various media as well as to social needs, this study culminates in five fundamental principles to guide language and literacy education in a period of rapid technological and social change.