Natural Language Annotation for Machine Learning

Penguin Readers is an ELT graded reader series for learners of English as a foreign language. With carefully adapted text, new illustrations and language learning exercises, the print edition also includes instructions to access supporting material online. Titles include popular classics, exciting contemporary fiction, and thought-provoking non-fiction, introducing language learners to bestselling authors and compelling content.The eight levels of Penguin Readers follow the Common European Framework of Reference for language learning (CEFR). Exercises at the back of each Reader help language learners to practise grammar, vocabulary, and key exam skills. Before, during and after-reading questions test readers' story comprehension and develop vocabulary.Les Misérables, a Level 4 Reader, is A2+ in the CEFR framework. The text is made up of sentences with up to three clauses, introducing more complex uses of present perfect simple, passives, phrasal verbs and simple relative clauses. It is

DescriptionTrailblazer is a seven-level English language and literacy program that empowers and supports young learners to thrive in a multicultural world. Trailblazer cultivates critical thinkers, readers, and writers and provides the language support they need to be ready to study subject-matter content in English. Trailblazing students take meaningful action beyond the classroom by developing the ability to shape their own answers to life's big questions and to view these questions through multiple perspectives.MULTIPLE LITERACIES: Trailblazer takes a multiple literacy approach to prepare students for meaningful real-world interaction by developing five key literacies: textual literacy, visual literacy, global literacy, social literacy, and media literacy.CRITICAL THINKING: Lessons that engage students with authentic nonfiction, globally diverse fiction, and information presented through multimedia inputs prompt students to think critically and apply their language and skills to rea

Harley Hitch returns for an airborne adventure in this highly illustrated fiction series about a determined young inventor from award-winning author Vashti Hardy. The Aviation Parade is coming to Forgetown this summer, and Harley has her sights set on creating a flying machine that will really stand out: a robot hippogriff! And if the creature impresses Cosmo's mum enough, surely Cosmo will be able to keep it as a pet? But Harley wants the flying machine to be a surprise for everyone. She soon finds that keeping secrets leads to tricky explanations and lots of trouble - especially when REAL hippogriffs arrive and cause chaos! Join Harley, her robot dog Sprocket and best friend Cosmo for problem-solving adventures and mysteries in a world where science rules and technology grows in the forest! A rollicking adventure that celebrates STEM learning! Highly illustrated with lively, humourous illustrations by George Ermos.Vashti Hardy is an award-winning author of children's books. Her novel

Writing Time is a three-level beginner series designed for elementary school students. The series uses a model writing approach to build the writing skills of English language learners in a clear and accessible way. From looking at thematic vocabulary and sample sentences, to copying phrases and sentences, to reconstructing model passages and self-editing practice, Writing Time guides students through a systematically scaffolded-writing process. Each unit features three complete model passages presented through various activities. Students can use the structures provided in these models along with their own ideas to create personal passages. Students who complete this series will develop stronger writing skills and gain confidence in their ability to write in English.FeaturesWide range of writing topics including family, friends, school subjects, hobbies, interests, and special occasionsPractical exercises and activities modeling for students how to organize and prepare their own passa

Writing Time is a three-level beginner series designed for elementary school students. The series uses a model writing approach to build the writing skills of English language learners in a clear and accessible way. From looking at thematic vocabulary and sample sentences, to copying phrases and sentences, to reconstructing model passages and self-editing practice, Writing Time guides students through a systematically scaffolded-writing process. Each unit features three complete model passages presented through various activities. Students can use the structures provided in these models along with their own ideas to create personal passages. Students who complete this series will develop stronger writing skills and gain confidence in their ability to write in English.FeaturesWide range of writing topics including family, friends, school subjects, hobbies, interests, and special occasionsPractical exercises and activities modeling for students how to organize and prepare their own passa

Writing Time is a three-level beginner series designed for elementary school students. The series uses a model writing approach to build the writing skills of English language learners in a clear and accessible way. From looking at thematic vocabulary and sample sentences, to copying phrases and sentences, to reconstructing model passages and self-editing practice, Writing Time guides students through a systematically scaffolded-writing process. Each unit features three complete model passages presented through various activities. Students can use the structures provided in these models along with their own ideas to create personal passages. Students who complete this series will develop stronger writing skills and gain confidence in their ability to write in English.FeaturesWide range of writing topics including family, friends, school subjects, hobbies, interests, and special occasionsPractical exercises and activities modeling for students how to organize and prepare their own passa

All the skill-building Italian language practice you need--with five books in one value-packed volume--plus support from the McGraw Hill Language Lab appThe most effective way to learn any new language is to practice, practice, and practice, and no other workbooks put as much emphasis on this as the Practice Makes Perfect series. In Practice Makes Perfect: Complete Italian All-in-One, you get five skill-building titles to help you build a solid foundation of verbs, vocabulary, grammar and conversational skills--all in one value-packed workbook.This easy-to-use, one-stop resource includes thorough explanations that are reinforced by hundreds of hands-on practice exercises to help you build the skills needed to break through the barrier to competency and fluency in Italian. Enhanced with a comprehensive index that makes it easy to reference all grammar explanations throughout the book, it's an ideal resource for both advanced beginning and intermediate level learning. This Premium Editio

This book will serve as a framework for you as a software engineer seeking a fulfilling career and wishing to stay passionate and maintain a healthy mental state. It is filled with protocols to achieve effective life-long learning, navigate career development, adapt to changes, maintain work-life balance, and have a healthy lifestyle.As a successful software engineer you tend to focus on improving your technical skills: learning a new programming language, mastering another tool, or using a library. But you also need to build a solid mental framework that will help you navigate your professional development. You need to develop the skills that will help you be a happy software engineer.This book will help you if you feel frustrated, unmotivated, or unhappy; lost in your career path; or uncertain if you want to be a software engineer. It can help you deal with burnout, high levels of stress, or depression; or if you struggle to be productive while working from home. What You Will LearnE

Understand the rules of English grammar with this fun, fully illustrated reference book for children aged 5–9 who are studying English as a foreign language.Make learning grammar fun with this clear, simple and visual guide for children learning English as a foreign language or English as a second language (ESL). Young learners of English will be captivated and engaged by the dynamic visual approach that sets English for Everyone Junior: English Grammar apart from other language materials for children. Attractive illustrations, clear layouts, and simple explanations present and explain the rules of the English language in a way that is easy for younger learners to understand and digest. The grammar covered in this reference book will help children to describe the world around them, talk about their likes and dislikes, ask questions, and form negative sentences. Grammar is first presented in a realistic scene, and then broken down into small chunks that are easy to unders

Meet four magical friends who control the seasons in this irresistible new series from author-illustrator Jo Lindley. Finally it’s Winter turn to share her special season, and she’s SO excited. But her friends don’t like her chilly games.Instead of passing the weather crown to Winter, Autumn gives it to Spring. As Winter stomps off to play snow games on her own, it isn’t long before her friends start feeling bad. Can they find their way through the ice and snow to tell their friend how much she means to them? Perfect for little readers learning about empathy and taking turns.Each title centres on a different seasonal character and gently explores key social and emotional themes, such as anxiety, self-belief and resilience. Set in an enchanting natural world that readers will love to return to again and again! With a sparkling foil finish! Collect the series and discover more magical seasonal adventures:Hello SpringHello AutumnHello Summer

Ladybird Do You Know? is a STEM-based ELT graded reading series recommended for children aged 5+ who are learning English as a foreign or second language.These levelled non-fiction books feature video content, project work and critical-thinking activities. Each book asks a range of BIG questions on STEM topics from nocturnal animals to building bridges, developing children's language, communication and investigation skills.The four levels progress from CEFR Pre-A1 to A2.Visit the Ladybird Education website for online video content, audio, comprehension activities, and suggestions for project work.Planets, a Level 1 Reader, is Pre-A1 in the CEFR framework and supports YLE Starters exams. Short sentences contain a maximum of two clauses, using the present tense and some simple adjectives.What is a planet? What do we know about Mars? What are Saturn's rings made of? Find out more about the planets of our solar system.

Iconic best hippo friends George and Martha discover that, among other things, pouring split pea soup into your loafers to spare the chef's feelings is not the best-laid plan in this Level Two I Can Read.With original art and text from Marshall's classic storybooks and themes that will resonate with beginning readers, these deeply humorous, deeply honest stories are sure to inspire a love of books and reading. In each of the short stories in this book, George and Martha model healthy ways to navigate the sometimes complicated waters of friendship. Includes "Spilt Pea Soup" and "The Flying Machine," plus games and activities to strengthen reading skills and comprehension.George and Martha is a Level Two I Can Read book, geared for kids who read on their own but still need a little help. Whether shared at home or in a classroom, the engaging stories, longer sentences, and language play of Level Two books are proven to help kids take their next steps toward reading success.

Discover two sides of history with the Time Travel Twins!Twins, Scarlett and Thomas, are learning about the Romans at school. So Grandad uses his time machine to send them back to Roman Britain.Scarlett finds herself in a Roman camp and is chosen as a slave by the Emperor Claudius’s daughter, Antonia. The two become friends and Scarlett sees first hand the glamour and treachery of the Roman court.Thomas joins a rabble of local kids who hate the Romans. Their leader is a small red-headed girl called Boudicca. Even when the kids are overwhelmed and taken as slaves, Bou hatches another plan to attack the Romans.Will the twins find each other and escape, or will they both be stuck as Roman slaves for ever?

Help your child power up their reading skills and learn all about the world's fastest animals with this fun-filled nonfiction reader carefully leveled to help children progress.DK Super Readers Pre-Level: Fast Animals will introduce kids to a parade of speedy animals--from the sprinting cheetah to a shrimp making a speedy catch of its dinner--and is a motivating introduction to using essential nonfiction reading skills, proving ideal for children ready to enter the riveting world of reading. DK Super Readers take children on a journey through the wonderful world of nonfiction: traveling back to the time of dinosaurs, learning more about animals, exploring natural wonders and more, all while developing vital nonfiction reading skills and progressing from first words to reading confidently. The DK Super Readers series can help your child practice reading by: - Covering engaging, motivating, curriculum-aligned topics.- Building knowledge while progressing key Grades Pre-K and K reading sk

Help your child power up their reading skills and learn all about the water on our planet with this fun-filled nonfiction reader carefully leveled to help children progress.DK Super Readers Level 4: Rivers, Lakes and Marshes will introduce kids to everything they need to know about the water they use--including where it comes from, why we need it, and what lives in watery environments--and is a motivating introduction to using essential nonfiction reading skills, proving ideal for children ready to enter the riveting world of reading. DK Super Readers take children on a journey through the wonderful world of nonfiction: traveling back to the time of dinosaurs, learning more about animals, exploring natural wonders and more, all while developing vital nonfiction reading skills and progressing from first words to reading confidently. The DK Super Readers series can help your child practice reading by: - Covering engaging, motivating, curriculum-aligned topics.- Building knowledge while p

■ 學生課本附解答附線上帳號 (拆封不退)■ 適用程度：IELTS Band 6.5■ 線上資源包含：學生課本電子書 eBook、Digital Workbook 額外線上聽說讀寫雅思練習MINDSET from Cambridge gets you inside the IELTS test with a unique blend of print and online content. Topic-based units organized by skill make it easy to find what you want. Designed for students aiming for Band 6.5 in the Academic Module, this Student's Book Level 2 includes learning strategies, skills practice and exam practice to help you achieve your goal. The online workbook includes focused study to improve your IELTS skills and there are unit tests and practice tests to help develop your language and IELTS skills.

A unique look at some of the world's most beautiful cities: The iconic landmarks of New York City, Rio de Janeiro, Cape Town, London, and other international cities fill the eye-opening pages of this Pop-Up GuideTM. Featuring the Empire State Building, Copacabana Beach, Big Ben, and many more attractions, the multilayered 3-D scenes encourages children to explore further!• Descriptive text and labeled illustrations for quick and easy learning• Built-in elastic bands that allow readers to prop open and display their favorite scene• Sturdy construction that’s perfect for at-home or on-the-go. Fans of the Pop-Up GuideTM series will also enjoy the other books in the series, Space, Vehicles, Natural Wonders, and Animals.• Pop-up books for• Educational books for children aged 3 to 5• Books for preschool and kindergarten children

本教材依照MYP大綱規定，專門爲該課程的學生和老師編寫，全套教材有12個單元，包括第一學年册、第三學年册和第五學年册，分別對應MYP三個級別的評估標準，適合MYP1-5年級的學習者使用。本書是課本三，涵蓋的兩個單元，其體裁是“詩歌”和“戲劇”，分別對應MYP的重大概念“視角”和“創意”。每個單元有四課，每課包含四個小節，每個小節都由“探究驅動”“講解”“作家名片”“作品檔案”“課文分析/相關知識”和“練習/課堂活動”構成，層層遞進。從對文體的初步瞭解到對文本的賞析，再到最後由每位學生自主創作，每個單元結束後設“單元反思”版塊，使學生回顧學習的全過程。本套教材有以下特色：★規範的單元設計―以概念爲核心，圍繞重要的思想觀點與相關概念組織單元教學。★明確的課目標題―改變以課文爲中心的編排方式，突出學科知識與文體特點。★均衡的課文選編―選用符合真實生活、有助學以致用的多體裁文本，保證語言與文學教學兼容幷進。★多元的教學實踐―涵蓋多元立體的教學內容，鼓勵學生利用各種媒介學用結合。IBMYP Chinese language and literature series is basically designed according to the syllabus of MYP language and literature courses, and it conducts teaching using a concept-based and unit-teaching approach.It consists of 6 books with 12 units in total which meet learning needs of MYP, follows the objective law of Chinese language teaching, meets teaching philosophy of MYP, and fits in MYP syllabus.The characteristics of the series:★Normative unit design★Specific subject headings★Well-balanced selected works★The multi-method for teaching

■學生課本&作業本附線上帳號(拆封不退) ■美式英語■CEFR Level: Pre-A1■適用程度: Real Beginner■線上練習及資源平台網址：cambridgeone.org ★購買提示 :學生課本&作業本不含解答，如需解答者請購買教師手冊(9781009267786)Game Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.

■學生課本&作業本附線上帳號(拆封不退) ■美式英語■CEFR Level: A1■適用程度: Beginner■線上練習及資源平台網址：cambridgeone.org★購買提示 :學生課本&作業本不含解答，如需解答者請購買教師手冊(9781009267793)Game Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.

■學生課本&作業本附線上帳號(拆封不退) ■美式英語■CEFR Level: A2■適用程度: Elementary■線上練習及資源平台網址：cambridgeone.org ★購買提示 :學生課本&作業本不含解答，如需解答者請購買教師手冊(9781009267809)Game Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.

■學生課本&作業本附線上帳號(拆封不退) ■美式英語■CEFR Level: B1■適用程度: Intermediate■線上練習及資源平台網址：cambridgeone.org ★購買提示 :學生課本&作業本不含解答，如需解答者請購買教師手冊(9781009267816)Game Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.

■教師手冊附可下載教學資源(拆封不退)■美式英語■線上可下載教學資源包含：課本及作業本聽力音檔、額外學習單、課程影片、考題等■線上資源下載網址：cambridgeone.orgGame Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the whole school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.

■教師手冊附可下載教學資源(拆封不退)■美式英語■線上可下載教學資源包含：課本及作業本聽力音檔、額外學習單、課程影片、考題等■線上資源下載網址：cambridgeone.orgGame Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.

■教師手冊附可下載教學資源(拆封不退)■美式英語■線上可下載教學資源包含：課本及作業本聽力音檔、額外學習單、課程影片、考題等■線上資源下載網址：cambridgeone.orgGame Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.

■教師手冊附可下載教學資源(拆封不退)■美式英語■線上可下載教學資源包含：課本及作業本聽力音檔、額外學習單、課程影片、考題等■線上資源下載網址：cambridgeone.orgGame Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.

The book elucidates the revolutionary and riveting research in the ultramodern domain of drone technologies, drone-enabled IoT applications, and artificial intelligence-based smart surveillance. The book explains the most recent developments in the field, challenges, and future scope of drone technologies. Beyond that, it discusses the importance of a wide range of design applications, drone/UAV development, and drone-enabled smart healthcare systems for smart cities. It describes pioneering work on mitigating cyber security threats by employing intelligent machine learning models in the designing of IoT-aided drones. The book also has a fascinating chapter on application intrusion detection by drones using recurrent neural networks. Other chapters address interdisciplinary fields like artificial intelligence, deep learning, the role of drones in healthcare in smart cities, and the importance of drone technology in agriculture.

Talk Like a Pro: Making a Winning Presentation is designed to supplement any textbook on Business Communication. This material set can also be a textbook for a one-or-two-unit standalone presentation course. The Guidebook, together with abundant end-of-chapter exercises and activities, aims to help learners in Asia or countries where English is a second or foreign language prepare them for a professional presentation. It is equally valuable for working professionals who need practical advice on preparing for business presentations.In designing this material set, the author meticulously decomposes award-winning presentation videos into ten-chapter learning units. The author firmly believes that learning can be maximized and be most effective when the learning can be achieved by observing and imitating good examples and when the learning tasks and materials are customized to meet learners’ specific needs and backgrounds. Through the observational learning approach, students and professio

Join the Tiny Tailors in the garden as they stitch, weave, and piece together their costumes for the upcoming Spring Parade. The berries have been threaded into sleeves and the daisies arranged into a fan . . . but it looks like something might be missing. Will the Tiny Tailors be able to find what they need in time for the parade?In The Tiny Tailors, Kat Macleod's signature mixed-media style captures all the wonders and possibilities of the garden. A new bud can be turned into a cape and an armful of forget-me-nots can make the most beautiful gown. Seemingly ordinary elements--flowers, feathers, leaves, and seeds--are turned into stylish suits and floral costumes when seen from the Tiny Tailors' vantage point. A variety of verbs describe the costumes' construction, helping young readers learn the language to build their own creations. Explorers big and small are encouraged to use their imagination and discover new natural artifacts in their own garden.