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Build confidence in your English skills wherever you plan to use them.

Get a demo Start Now - Get 3 days trial

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3 months of unlimited training for only $39.99

Use the LEO platform instead of coursebooks to reduce costs OR use the LEO resources to complement what do you study in your coursebooks - it depends entirely on the system of learning you prefer.

The Features

Flexible & Scalable...

Quality materials, support 24/7, blended learning.

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Power up the learning process

What will you learn?

You will learn to cope with different life situations, to speak with others and understand them.

  • Go through passport control at the airport
  • Discuss your favorite shows
  • Tell stories from your life

The Process

Experience the better

Self-study course, achieve your goals, digital badges and certificates.

You can improve your English language level and your professional communication skills, and learn how to express yourself with confidence to boost your career. It's the perfect choice if you want to learn English in your own time, at your own pace.

Improve your English speaking, listening, reading and writing through a combination of web-based exercises, webinars on grammar and pronunciation. Enjoy our high-quality learning materials developed by language experts for English learners from elementary to advanced level.

Get a digital badge and certificate when you complete a theme. You can access your digital badges and certificates at any time and add them to your social media profiles, including LinkedIn.

Fast and intuitive integration

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You can practice at any convenient time

Exercises are written on modern topics, access to the materials any time.

The Results

Numbers & Satisfaction

Monthly Rate

Subscribers

Active Users

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The Pricing

Perfect plan for you!

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$ 39.99 /3 month

  • Limitless Coursebooks
  • Business Language
  • Exam preparation (IELTS, TOEFL, TOEIC)
  • Teacher Training (TKT)
  • Placement Test
  • Certificate of Completion
  • Game for kids

Have questions in mind?

When can I start?

How can I have a trial period for LEO?

Will I receive a certificate?

How do I study with LEO?

Free homework & content platform trusted by 100,000+ teachers

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Choose your region

LearnEnglish

Learn English online and improve your skills through our high-quality courses and resources.

Everything you find here has been specially created by the British Council, the world's English teaching experts.

We provide you with the right tools to help you interact confidently in the real world.

Skills

Practise your listening, reading, writing and speaking and learn useful language to use at work or to communicate effectively with friends.

  • Audio and video to practise your listening and speaking skills.
  • Model texts for all types of writing tasks.
  • Work on your reading skills to read more quickly and understand more.

grammar

Revise and practise your grammar to improve your language level and increase your confidence.

  • Clear and simple grammar explanations to help you revise and practise different grammar points.
  • Online exercises to help you check your understanding of the grammar points.
  • Use the grammar reference for further practice and more detailed explanations.

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Learn new words and improve your language level to be able to communicate in English effectively.

  • Online exercises to help you learn the meaning, pronunciation and spelling of new words.
  • Learn new words connected to a wide range of different topics.
  • Play our word games and have fun as you improve your vocabulary.

Learn with one of our popular online courses

Live classes

Group and one-to-one online classes with expert teachers.

IELTS preparation

Get the score you need with private and group online classes.

Personal tutoring

One-to-one online sessions focused on a personal plan.

Self-study courses

Learn at your own pace with a self-study online course.

Anyone can practise with our free resources

International Workers' Day

May 1 is International Workers' Day. On this day, people in many countries around the world celebrate workers' achievements and march in the streets demanding fair pay and better working conditions.

A book club

In celebration of World Book Day on 23 April, this Learning hub topic is about books and reading. Even if you don't read much, there's something here for you!

Banksy's latest mural is in my garden!

Imagine looking out of your window and seeing a painting by a famous artist in your garden! Watch the video to find out about an artwork by street-artist Banksy.

How can I improve my English pronunciation?

Try these simple and effective activities to improve your pronunciation.

people in a book shop

He was the greatest writer in the English language and is known all around the world. In this topic we're talking about William Shakespeare and other great writers. 

Responding to news

In this video, Noelia gets good news and bad news. Listen to the language Yuna uses to respond to Noelia's news and practise saying the useful phrases.

Students studying in a library

Here are ten things you should know about a word to be able to understand and use it well.

A woman pointing at a word on a computer screen and looking confused

If you see a word for the first time, how can you work out its pronunciation? Here is a simple five-step method.

Meeting new people

In this video, Vanya meets Emir and Yuna. Listen to the language they use for meeting new people and practise saying the useful phrases.

Understand your English level

Learn more about the different CEFR levels and what learners at each level can do.

Free online English test

Get an indication of your English proficiency to help you choose learning materials at the right level.

Online courses

Footer:Live classes

Group and one-to-one classes with expert teachers.

Footer:Self-study

Learn English in your own time, at your own pace.

Footer:Personalised Tutor

One-to-one sessions focused on a personal plan.

Footer:IELTS preparation

Get the score you need with private and group classes.  

Academic & Career Success for Adult English Language Learners

Burlington’s standards-based, fully blended curriculum offers courses that meet every English learner’s need – anytime, anywhere. Burlington provides a flexible solution for academic and career success, with support every step of the way.

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Discover Trends in the Field

Join our complimentary webinars on current adult education related topics that affect you every day.

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Motivating and Engaging the Adult Learner

In this research-based webinar, you will develop an understanding of the developmental psychology that affects adults and will learn about strategies and tools for improving instruction and increasing program efficacy.

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Spotlight on Cross-TREK (Teaching Remote Education in Kansas) Reaching Students Through Innovative Technology Options

Faced with the question of how to deliver ESL classes with limited faculty, the Kansas Board of Regents partnered with Burlington English to reach & teach students from multiple locations.

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Next STEPS for Student Success: Raising the Bar for English Language Learners

In this webinar, CASAS and BurlingtonEnglish discuss how the new CASAS STEPS tests and BurlingtonEnglish are helping students to excel in today’s demanding workforce and successfully navigate the challenges of everyday life.

Adult Education & WIOA

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Blended Learning with BurlingtonEnglish

Transform Your Classroom!

With Burlington’s blended curriculum, teachers can enrich the traditional classroom and create technology-rich learning communities where students develop language proficiency, build workplace soft skills, and master digital literacy.  

Why Burlington English

Carousel content image -  Burlington’s Service

Burlington’s unmatched customer service provides ongoing implementation support, product training, and professional development by our team of highly trained specialists.  

Carousel content image -  Official CASAS Partner

  Prepare for CASAS, a powerful teaching tool for student success, includes Reading and Listening practice tests. The practice tests are closely aligned and correlated to CASAS to ensure that students receive the exact practice they need to improve their test scores and make gains.

Carousel content image -  The Burlington Blend

 Burlington offers teachers everything they need for instruction in one complete digital package. The combination of projectable In-Class Lessons, easy-to-follow lesson plans, downloadable worksheets, and independent Student Lessons, provide a comprehensive, fully blended curriculum.  

Carousel content image -  Reporting & Management Tools

BurlingtonEnglish offers an array of dynamic tools that allow teachers to create a framework for student success. From managing classes to customized reports, teachers and administrators have immediate access to student data needed to meet state requirements.    

Listen to what customers are saying ...

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Burlington English Inc. 4800 N. Federal Hwy. Suite E207 Boca Raton, FL 33431

Phone +1 (561) 672 7826

US: [email protected]

International: [email protected]

1(855) USA-BURL  1(855) 872-2875

The Burlington Group

© All Rights Reserved Burlington English Inc.

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Terms of Use

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With Burlington Core, students will learn essential skills for real-world success, prepare for the new NRS assessments, and achieve Measurable Skill Gains.

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Module Tests

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Add Your School

USA Schools Only

Meet with a BurlingtonEnglish representative to learn more

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Bedrock Learning has won the Best Secondary EdTech Resource award at the BETT Awards 2024!

Newsflash!

The award-winning literacy platform for schools

A love of learning through language.

Join our mission to prepare learners for the demands of their future with captivating and aspirational EdTech.

Bedock's Galileo topic cover

Each year, learners need to add up to 3,000 words to their vocabulary. That's just to keep up with the demands of the curriculum.

With that challenge in mind, can any one teacher consistently teach, assess, re-teach and monitor this knowledge across a class of more than 30 learners? Can leadership monitor the progress of an entire school of learners?

Traditional methods alone fall well short of meeting this challenge.

Here’s where Bedrock Learning steps in...

Why Bedrock Learning?

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Tier 2 vocabulary and grammar

Our core curriculum explicitly teaches vocabulary and grammar, all in the context of original and engaging prose, ensuring learners are reading a diverse range of high-quality texts that draw them in, expanding their cultural capital whilst they learn.

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Coverage of 38 curriculum areas

With over 30,000 subject-specific Tier 3 words across 38 subjects from maths to music, Bedrock unlocks the language demands of the curriculum, providing targeted and personalised instruction that moves beyond definitions…

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Comprehensive CPD and support

Bedrock's in-house Teaching & Learning Team consists exclusively of qualified teachers, all here to support you in maximising your partnership with Bedrock. From CPD workshops to webinars, free resources, podcasts and more.

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A multi-award winner

We don't like to blow our own trumpet, but we are hugely proud of how often Bedrock has been independently recognised by leading national and international educational bodies.

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Trusted by MATs nationwide

We’re proud to be a trusted resource partner with dozens of Multi Academy Trusts across the UK, providing outstanding education resources into their classrooms, supporting their curriculum development and sharing trust-wide data insights.

Watch: Bedrock in action

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Data & Reporting within Harris Federation academies

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Impacting outcomes for Pupil Premium, EAL and SEND learners at Harris Federation

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Using Bedrock for the humanities at St. Anselm's

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Partnering with Bedrock across the Harris Federation

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Why the Harris Federation chose to partner with Bedrock

Students at Taverham High School improving literacy using Bedrock

Improving reading comprehension by 20% for KS3 learners at Taverham High School

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Success in every subject at St Anselm's Catholic School

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Doubling national literacy progress at St Mary’s CEVA Primary School

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How we use Bedrock Learning at Coston Primary

Meet bedrock's award-winning curriculum....

Our comprehensive vocabulary curriculum teaches academic vocabulary through original fiction and non-fiction and develops literacy for reading, writing and oracy.

Tier 3 vocabulary

Bedrock enables schools to deliver quality teaching and learning of Tier 3 vocabulary across 38 curriculum areas and tens of thousands of words, ensuring that learners can communicate like experts in every subject across the school.

Bedrock Grammar immerses students in engaging learning experiences, using stories, video, interactive activities and scaffolded writing opportunities.

GCSE English

Bedrock English provides curriculum schemes specially designed to support English Literature and English Language study at GCSE level, from Years 9-11.

Subscription Options

Bedrock’s personalised and adaptive approach goes beyond our teaching. Every school is different, so our subscription packages can be mixed by year group.

Book a conversation with one of our team to discuss the best option for your school.

  • Tier 2 vocabulary curriculum
  • Grammar curriculum
  • Bedrock Library
  • Remote support
  • Subject-specific Tier 3 vocabulary content for 1 subject or subject bundle of your choice, PLUS create unlimited custom content for your school
  • 37 Common Greek and Latin Roots

Consolidate

  • Subject-specific Tier 3 vocabulary content for 3 subjects or subject bundles of your choice, PLUS create unlimited custom content for your school
  • Bedrock for GCSE English: 102 terms and example analysis
  • Subject-specific Tier 3 vocabulary content for all 38 subjects and subject bundles , PLUS create unlimited custom content for your school

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Reading Test

  • Simple and flexible test scheduling
  • Instantly available data
  • Reporting on Reading Ages, Standardised Age Scores, subskills and more
  • Multiple text and question types
  • Fully integrated within Bedrock
  • Designed to be accessible for all learners
  • Reuse credits to save budget
  • All for just £2 per test with a Bedrock subscription, or £3 without.

Visit Bedrock Primary here

Grace Grammar

Want to help your child succeed in grammar or independent school exams? Try our new product today!

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  • Improvement in CAT scores, SATs, GCSEs and across international curricula**
  • English, maths and science for Primary, Secondary and FE
  • Trusted by schools and colleges across the world
  • Combines learning science, AI and neuroscience

Book a demo

*Ufi VocTech Trust impact analysis of exam resit students using CENTURY 1 hour per week, 2019

** Independent studies by Nesta, schools and colleges

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Using artificial

intelligence,

neuroscience,

and learning science

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Accelerates learning

Intelligent personalisation improves student engagement and understanding

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Reduces workload

Saves teachers hours in marking, analysis and resource creation

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Enhances teaching

Actionable data insights support timely, targeted interventions

See the impact of CENTURY

CENTURY is helping teachers make effective interventions and saving them time on marking and data analysis. Find out how it does all this and improves student performance.

Learn more about our impact

Our teachers say...

The difference with CENTURY is that it’s much more individually directed, it’s much more bespoke. We are seeing many more hours of usage and put it towards the progress eight increase.

Sir Mark Grundy, Headteacher

Shireland collegiate academy.

CENTURY is an integral part of our Trust’s digital drive for education. Students have an individual pathway, staff have live analysis and control of workload, making their feedback more accurate and responsive. We see a desire to succeed from all.

Sharon Bruton, Chief Executive Officer

The keys federation.

CENTURY allows us to build up a picture of the whole school’s progress. We can see where our strengths lie and where our areas for development within the curriculum are, and that helps facilitate our long term planning.

Toya Are, Head of Primary

Cairo english school.

We know that VocTech has the potential to make a hugely positive impact in FE, and the early results of the work undertaken by CENTURY are extremely exciting. We are really proud to have funded the project that uses advanced technology to support teachers in FE with the aim of improving outcomes for learners in maths and English.

Rebecca Garrod-Waters, CEO

Ufi charitable trust, read about us in.

Ufi – homepage

Watch our Video

Meet the super team behind CENTURY

We are a diverse team of teachers, technologists, neuroscientists and parents. What unites us is our shared purpose and desire to help teachers and learners succeed.

Learn more about us

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Award-winning technology

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EnglishKey

The world's best way to learn and teach English

Improve speaking, listening and reading skills!

Are you a student, teacher, or administrator?

Our offerings.

For English schools, teachers, and students

english homework platform

Online Learning Platform

English schools and teachers , use our ready-to-teach ESL lesson plans from our structured courses. Later students can review the lessons online and practice their English using hundreds of exercises and games. You can track progress and take corrective actions.

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Self-Paced Learning

Students , learn at their own pace using the self-paced learning platform. The low beginner and high beginner courses have around 75 hours each of engaging learning content based on CEFR A1 and A2 levels.

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Live-Video Classes

Professionals , learn business English and English for interviews with our certified American instructors. We use live video to bring our teachers directly to you. Learn how to speak in a wide variety of real-life business situations including in an interview.

Trusted by thousands of students, English schools, and corporations

Meet our customers .

EnglishKey's online learning platform is very effective; the students love it! After learning a lesson in the class they practice a lot on their own using the games and quizzes.

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Marcelo Owner, RightOnEnglish School

Online learning with EnglishKey was a lot of fun! The course was very interesting. The quizzes helped me reinforce what I learned. The speaking practice really increased my confidence.

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Alex Engineer at a Fortune 500 corporation

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English Schools and Teachers

Top 4 Reasons You Should Start Using Our Online Learning Platform

Ready-to-Teach ESL Lesson Plans

Stop wasting your time referring to multiple books and websites. Start teaching with much less preparation. Our ESL lesson plans have everything you need to teach; they are not just ideas. Save yourself a lot of time and offer an amazing learning experience to your students!

Increase Your Revenue

At no cost to you, offer an online learning experience to your students. Improve your brand value. Attract more students. Keep your students engaged between classes. Improve student retention and reduce drop-out rates.

Save Time With Automatic Correction

The platform offers automatic correction for most of the quizzes. So teachers don't have to spend time correcting student's homework. Students instantly see the answers and learn faster.

Track Student Progress

Track the progress of your students. See where they need help. Take corrective steps and improve learning outcomes.

For English schools, teachers and their students

english homework platform

English schools and teachers use it for

Classroom and Online Teaching

Teach directly from the platform using ready-to-teach ESL lesson plans from our courseware. The courseware is CEFR-based, structured, theme-based and interactive with lots of animations, audios and activities.

english homework platform

Practice and Tracking

Assign exercises to the students to practice the lessons you teach. The platform provides hundreds of highly engaging quizzes and games. Students see the lessons assigned in their dashboard. When students solve the quizzes, track their progress and see where they need help.

Reinforcement

Teachers can teach from their own lessons and assign a related lesson from our courseware to the students. Students can review the lesson online and solve exercises and play games. Teachers can then track students' progress.

english homework platform

Self-Paced Online Learning

Beginners, learn English on your own!

Personalized for you!

Start at your level, choose what you want to learn, and what pace you want to learn.

Instant Feedback

Learn faster as the platform corrects most of the quizzes automatically and provides instant feedback on your answers.

english homework platform

Convenient!

Learn from the convenience of your home. Learn when it suits you.

Speaking Practice

The platform has automatic speech recognition. Build confidence to speak in English with hundreds of speaking activities.

Courses for Self-Paced Online Learning

Low Beginner and High Beginner courses

Aligned with CEFR

Low beginner and High Beginner courses are based on CEFR A1 and A2 level. CEFR (Common European Framework of Reference for languages) is the industry standard for teaching English.

Theme-Based Lessons

Each lesson is based on a specific theme. Each lesson teaches all the vocabulary, grammar, and conversations students need to start talking about that theme. The interview course has 12 classes, while others have 20 classes.

Hours of Learning

Each course offers around 75 hours of learning and practice. So the two courses together offer around 150 hours of learning and practice.

Comprehensive

The courses offer everything you need to learn English. Students don't need any book or other online resource. Everything is in one place.

Learn with an instructor!

American Instructors

Our thoroughly-trained American instructors are your best bet to learn business English.

Syllabus Based on Real-Life Business Situations

Learn how to speak in a wide variety of real-life business situations.

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Live Video Streaming

We use live video to bring our teachers directly to you. All you need:

Convenient Schedule

Choose weekly lesson times that suits your schedule. The live lessons are one hour long and will be scheduled at the same time each week.

Courses with Live-Video Streaming

Multiple levels.

We offer Business English courses for Low Intermediate to Advanced levels and a highly successful ‘Business English for Interview’ course for intermediate and higher levels. We offer general English conversation classes with bilingual teachers from our partnering English schools.

Business Movies

The low intermediate and intermediate courses are based on real-life business movies, which are specifically produced to teach business English. Each lesson teaches the students everything they need to understand a portion of the movie.

Highly Interactive

Our friendly instructors encourage you to talk as much as possible. We believe that the more you practice English with our instructors, the better your English will become.

Learning Activities

For All Courses

Visual Vocabulary

Pictures are the best way to introduce new vocabulary. Learn the vocabulary first with pictures. Then use animated flashcards to verify that you learned.

All the words relevant to the theme of the lesson are presented with meanings, example sentences and audios.

Grammar explanations with animations, audio narrations, lots of examples and quizzes so you learn grammar easily.

Conversations

Simple conversations with audios relevant to the theme. These get you trained to speak about the theme.

Short Story

Interesting short stories with audio narrations to further familiarize you with the theme.

Create your review lists easily at a lesson level or at the course level. Reduce the list as you master the vocabulary.

Quizzes and Games

Speaking Practice

Place The Word

Order The Words

Order The Words

Match The Pairs

Match The Pairs

Fill In The Blanks

Fill In The Blanks

Picture Drag And Drop

Picture Drag And Drop

Reading

EnglishKey Blogs

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Sales Manager - Schools, Colleges, and Universities Brazil/Latin America, Middle-East/North Africa, Asia

Job description As a member of the Institutional sales team, a Sales Manager will plan, organize, and implement selling strategies for EnglishKey's Online English Training Platform set to achieve established sales targets and goa [ ... ]

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HUMAN HYBRIDS:ENGAGING THE DIGITAL NATIVES

DIGITAL NATIVES: Who:  phrase was coined in 2001 by education consultant Marc Prensky, in response to the growing disconnect between conventional teaching practices and the needs of the modern, tech-savvy student.   [ ... ]

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Active Training of English Skills Beats Passive Learning

Abstract: English is not a knowledge set to be memorized; rather it is a skill to be trained. Use of passive learning of separate language components is less efficient than modern active learning of all components concurrently. [ ... ]

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  for students,   for teachers,   for school owners & administrators.

Create Online Homework on Quizizz

Create, share, and host online homework quizzes and assignments for free on Quizizz!

An illustration of a girl doing her homework using her device

Why assign homework online?

If you would like to streamline your grading process and provide more personalised support for your students, online homework might be the way to go. When you assign homework online, you can easily allocate and track assessments , quickly provide feedback, and tailor content to meet the specific needs of your students.  As a teacher, making the shift from pen-and-paper homework to online homework can benefit both you and your students. Online homework platforms, such as Quizizz, offer a host of tools that can boost student engagement through interactive questions, audio-visual aids, and gamification .  Whether you’re brainstorming for online math homework or grading responses for online chemistry homework, a platform like Quizizz can support you every step of the way.

Online homework - a win for students

Quizizz enables you to create interactive homework online, so your students can fully immerse themselves in the joy of learning.

english homework platform

Assess anywhere, anytime

Assign quizzes and lessons as homework with a future start time and deadline. Quizizz empowers your students to do their online homework from anywhere, using any device.

Image of a young girl holding a rectangular placard with a question and blank spaces for answers.

Inclusive, accessible design

The fastest finger doesn’t always have to be first. On Quizizz, students can complete their online homework at their own pace. You can also enable ‘Read aloud’ for ELL and elementary students.

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Double the engagement

Boost participation and captivate your learners through a range of audio-visual aids including images, gifs, videos, audio clips, and more. Engage a variety of skills through multiple question types.

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Double the fun

The road to mastery can be fun and exciting . Students can enjoy attempting their online homework with the Quizizz Leaderboard, memes, music, redemption questions, and power-ups.

Online homework - a win for teachers

Quizizz provides the space for you to create effective and high-quality online homework assignments in just a few minutes.

Import from Library

Gain inspiration from over 30M free online homework activities created by teachers on Quizizz, and import the content you need with a single click.

Learn more about this >

english homework platform

Import from device or Google Drive

Import your presentations, PDFs, Google Slides, Google Forms, and spreadsheets from your Google Drive or device to bring all your resources under one roof.

A Quizizz menu displaying the option to import slides from computer or cloud

Use adaptive question banks

Provide every learner with a unique experience by showing them a different set of questions that change with each attempt.

An audio response type question displayed on a tablet screen

Craft homework using multiple question types

In this classic activity, learners can complete sentences by filling in the blanks with the right answers.

A screen displaying a question with space to enter answer

Ask your students to reorder a set of jumbled options in ascending, descending, or chronological order.

A screen displaying four options that can be arranged in the correct order

Present learners with the opportunity to select one or more correct answers from a list of options.

A screen displaying question with an option to choose from four options

Gamify your assessment with shuffled text and images that your students can pair together.

A screen displaying question with four options to match

Choose between a plain background or an image and watch as students give shape to their thoughts with colors, highlighters, and more.

A screen displaying a question with an option to draw

Motivate learners to think critically by dragging and dropping the right options to complete a sentence.

A screen displaying a question with four options to drag and drop

Let students take center stage with video responses so you can assess their presentation skills.

A screen displaying a question with an option to video record

Check the pulse of your classroom with a fun poll or vote.

A screen displaying a question with two options to click

Use Lessons to create an instructor-led experience where slides and multimedia are combined with quiz and poll questions.

A screen displaying a slide with a picture

Engage your students’ higher order thinking skills and encourage them to dig deep with open-ended questions.

A screen displaying a question with space to write answer

Analyze speaking skills by allowing students to voice their answers using the audio response feature.

A screen displaying a question with an option to audio record

Prompt your students to choose between a set of drop-down options to fill out the blanks in a piece of text.

A screen displaying about Question type on Quizizz

With online homework on Quizizz you can

An illustration featuring three circles connected to three question marks on the right

Grade flexibly

Allow Quizizz to grade homework assignments automatically. Or, assess submissions manually by assigning a scaled grade for each question.

Meters showing varying levels of progress for different students

Get instant reports

With detailed reports on Quizizz, measure the growth and progress of your students, and share significant milestones with other stakeholders.

the logos and names of three LMSs: Schoology, Canvas, and Google Classroom

Sync with an LMS

Update online homework and grades in the blink of an eye by syncing Quizizz with an LMS like Canvas, Schoology, or Google Classroom.

The best way to ask questions, explore ideas, and let students show what they know.

Use Quizizz for online homework

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The 7 Best Online English Tutoring Services of 2024

IntellectoKids offers one-on-one English tutoring services for young children

Learning English online is easier than ever, thanks to the proliferation of online English tutoring services. It’s not all formal classes and traditional "homework," either—today’s English language learning is focused more on practical applications and lessons for any proficiency level or age group.

While several English tutoring websites are geared toward particular groups or nationalities, there are plenty of options to tutor a wider range of students with different approaches. From services catered to your flexible schedule to platforms with real-life features to one-on-one sessions and group studies, here are the best online English tutoring services.

Best Online English Tutoring Services of 2024

  • Best for Kids: IntellectoKids
  • Best Runner-Up: Skooli
  • Best Value: Verbling
  • Best for Adults: Lingoda
  • Best for Advanced Learners: Preply
  • Best for Casual Learning: Cambly
  • Most Flexible: italki
  • Our Top Picks

IntellectoKids

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Final Verdict

  • Compare Providers

Methodology

Best for kids : intellectokids.

  • Price: $30 per year for app; tutoring may cost more
  • Ages: 2 to 7 and up
  • Frequency: 45-minute lessons based on your schedule

IntellectoKids uses a tutoring standard that aligns with the U.S. school curriculum and features one-on-one tutoring for some of the youngest learners.

45-minute sessions are perfect for short attention spans

One-on-one tutoring available

Action songs, chants, and games help young children learn

Not clear on how many lessons are provided

Pricing is unclear on website

English classes are not specifically focused on ESL

IntellectoKids is perfect for the youngest learners because they’ll get one-on-one tutoring that employs games, songs, and chants that help them build skills and make learning fun. Lessons are 45 minutes long, ideal for young attention spans. 

IntellectoKids offers more than just English tutoring, but its English program focuses on phonics, reading, writing, spelling, and language. The lessons align with the U.S. public school curriculum. 

You can book a free tutoring trial on the website before committing. You can access the company's apps with a $30 yearly subscription. Tutoring may have an extra cost, but you'll need to inquire with the company for more details.

Best Runner-Up : Skooli

  • Price: $1 per minute
  • Ages: Elementary school through college
  • Frequency: As needed

With Skooli, you can get help when you need it and instantly connect to tutors with expertise in English or ESL. Plus there’s no long-term commitment. 

Get help instantly

No commitment needed

Pay-per-minute makes rates reasonable

15-minute minimum

No student-tutor relationship, since you’ll book as needed

Skooli is probably best known for being a flexible, interactive platform for a wide variety of subjects, particularly for high school and college students. But Skooli also offers ESL tutoring for any age and proficiency level.

If you want tutoring without being locked into a specific number or length of courses, Skooli’s services might be a good option. Students can work with a tutor on an ongoing basis or just log on for instant help with specific questions. Skooli’s rates are pay-as-you-go at about $1 per minute; you won't pay for a monthly or yearly subscription.

Although the platform itself is flexible, its standards for tutors aren’t. Instructors all have at least a bachelor’s degree and a valid teaching license, and many have a specialized certification in their field (in this case, some form of ESL teaching certification).

The platform allows you to use online classrooms to video chat, practice conversations, write on a virtual whiteboard, and more. For adult language learners who are probably looking for a no-frills approach that still has all the resources they need to learn, Skooli’s setup allows for a degree of independence, while still allowing them to connect with experienced tutors for learning and practice.

Best Value : Verbling

  • Price: $5 to $75 per hour (average is approximately $24)
  • Ages: 13+
  • Frequency: Based on your schedule and needs.

We think Verbling offers the best value for online English tutoring services because of the platform’s flexibility. You can book lessons based on your needs and schedule as well as search for experienced tutors within your price range.

All tutors have a teaching certificate or experience teaching the subject matter

Search for tutors within your price range

Flexible schedules

No cohesive curriculum from tutor to tutor

Unclear which type of lessons you’ll be getting before hiring a tutor

Verbling has a multi-faceted platform that facilitates learning at any level, but advanced students are particularly likely to find the extra features helpful.

The site has the usual offerings—video and text-based chat—but it also includes some extras that help tutors and students customize learning. The virtual classroom includes the ability to share files back and forth, so tutors can send worksheets and real-life text examples that can support learning. There’s even the option to create custom flashcards that you can use between live lessons.

Because Verbling leans on its reputation for using high-level pedagogy to improve the learning experience, it also has an unusually high percentage of top-tier teachers. All tutors must have a teaching certificate or verifiable language teaching experience, but most have both. The company will not accept inexperienced teachers, and the application process is competitive.

If you’re an advanced student seeking an experienced tutor, Verbling can offer that assurance—at lower prices. Tutors set their own rates; prices range from $5 to $75 per hour, but the average is $24.

Best for Adults : Lingoda

  • Price: $9 to $15 per class
  • Ages: Best for adult learners
  • Frequency: 5 to 40 classes per month with monthly plans

 We chose Lingoda for adults because of its structured classes and small group format.

Small-group and one-on-one lessons available

Schedule on your time

Groups have 3 to 5 students

Package options are not very flexible

Can be expensive

If you’re looking for the perfect blend of practical, career-focused language learning and an actual class structure, Lingoda may be the right fit for you.

The platform is popular for its occasional "language sprint" promotion, which offers partial refunds for completing a certain number of classes within a given time span. Even if you’re not up for a language challenge, Lingoda's lessons are well suited for adults’ learning needs and schedules.

There are a variety of packages with different rates: Students taking three group classes per week pay about $150 per month (or roughly $330 for individual tutoring), while choosing one of the Language Marathon options allows students to pay around $880 for 60 classes, with a 100% cash-back option for students who attend every course.

The tutoring system at Lingoda is more structured than just one-on-one casual tutoring, but that’s what makes it work for adults who may be seeking classes they couldn’t take elsewhere. Students can sign up for one-on-one classes or small group classes (often about three to four students per class) and can choose individual, 60-minute classes based on what topics interest them the most.

The platform only accepts professional teachers with language teaching experience, so students at any proficiency level can rest assured they’re being taught not just by native speakers, but by trained teachers.

Best for Advanced Learners : Preply

  • Price: $20 to $70 per hour
  • Ages: Best for older teens and adults
  • Frequency: as needed

Preply focuses on finding the perfect tutor for each student, and is great for advanced students with specific focus areas. 

Wide price range so users can search within their budget

Easy to search for tutors with specific areas of expertise

Tutors do not need certifications

No centralized curriculum

Advanced English students are likely to enjoy the customizable learning environment on Preply , a tutoring service that includes language learning as one of its biggest attractions.

Finding a tutor is pretty straightforward, but Preply works to make sure every student finds the right match for their needs. Since advanced learners are likelier to have more specific goals, the structure is perfect for them. Tutors set their own rates, ranging from about $20 per hour to around $70 or higher.

Students can browse tutors’ profiles, searching by language, price, availability, or other important factors, and they can also see feedback provided by past students. There’s an option to book a trial lesson, during which students can talk with a tutor to find out if their expertise matches the student’s goals. If it works out, they can work together to craft a lesson plan that addresses the student’s individual needs.

The emphasis is on customized, individual instruction, and although teachers aren’t required to have specialized certifications, many of the best tutors have language certificates and in-depth teaching experience.

Best for Casual Learning : Cambly

  • Price: Approximately $41 to $369 per month
  • Ages: Kids, teens, and adults
  • Frequency: Choose your own frequency, from 15 minutes per day twice per week to 60 minutes per day, 5 days a week

Often, the best language lessons are just being immersed in the language. Cambly allows you to video chat with fluent speakers to practice your language skills through conversation.

Immersion experience

Flexible plans

Guided courses available

Minimum chat frequency is 2 times per week

Minimum package is 1 month

If you’re not looking for formal, structured lessons, Cambly might be the tutoring service for you. The basic premise is simple: Instead of a classroom setting, English students can speak with native English speakers through live chats.

Students can practice talking about a specific topic, studying for the TOEFL or IELTS, or casually brushing up their skills. The focus is on real conversation with English speakers rather than heavily structured instruction. The platform does offer practical courses that are a little more structured as well, and they’re nearly all targeted at specific needs.

Lessons on informal conversation topics (such as family, hobbies, food, and more) and business English are also available. Additional courses for intermediate to advanced learners focus on more niche topics like pop culture, fitness, and technology. It’s a laid-back way to learn English in a practical sense, focusing on the types of conversations you’re most likely to have in the real world.

Cambly’s price plans are customized based on how frequently you want to use the service: choose from two, three, or five days per week and 15, 30, or 60 minutes per day to obtain a quote.

Most Flexible : italki

  • Price: About $15 to $40 per hour
  • Ages: All ages, but may be best for older teens and adults
  • Frequency : As needed

We love that students can log into italki anytime and that plans allow users to pay by lesson.

Flexible and can be used as needed

One-on-one lessons

Teachers are certified

Not for students who want a structured tutoring schedule

Not all tutors have ratings displayed

Italki , which offers tutoring for English among several languages, is another excellent option for students looking for a more informal approach alongside traditional learning.

Students can choose which level of tutoring they want: a Professional Teacher, who is required to be certified in teaching their native language as a second language, or a Community Tutor, who is simply a native speaker who teaches informally or acts as a practice conversation partner.

Italki's flexibility is one of its most appealing features, especially for learners who may not have space in their schedules for formal classes on a regular basis. Students can log on anytime, anywhere (as can tutors), and even the payment plan is flexible, allowing students to pay per lesson instead of signing up for a full course or monthly plan.

Rates are set by each tutor, and most range from about $15 to $40 per hour. Plus, you can get a feel for what each tutor is like before connecting with them since tutors must have a video introduction on their profiles. It’s a lower-risk option that can still yield great results.

IntellectoKids is our choice for the best online English tutoring service for kids because it is designed with young, active learners in mind. IntellectoKids lessons are short and engaging; each 45-minute session is packed with songs, chants, and games aimed at keeping kids excited about learning English. At $30 per year for app access, IntellectoKids is priced quite reasonably, although this fee does not include one-on-one tutoring.

For learners seeking more flexibility in pricing and scheduling, Verbling could be the way to go, while advanced learners seeking a more academic format can't go wrong with a tutor from Lingoda .

Compare the Best Online English Tutoring Services

Frequently asked questions, is an online english tutoring service worth it.

When used consistently, English tutoring services can help you improve English speaking, reading, and comprehension skills. Online English tutoring services are designed to connect English tutors with students learning English as a second language. Services may offer different versions of tutoring: While some are structured as actual courses, others provide one-on-one conversation and individualized learning plans.

What Accreditations Should I Look for When Choosing an Online English Tutoring Service?

Students hoping to attend university in an English-speaking country may have to pass the TOEFL (Test of English as a Foreign Language) exam. Therefore, it they may want to find a teacher who is TOEFL certified. Other accreditations to look out for include IELTS (International English language Testing System), TESOL (Teaching English to Speakers of Other Languages), TEFL (Teaching English as a Foreign Language), and TESL (Teaching English as a Second Language).

How Do I Find a Good English Tutor?

To find a good English tutor, start by understanding why you want to learn English and what learning style suits you best. If your goal is to improve your speaking skills, then casual platforms like italki or Skooli are a great place to start. If you want to prepare for college entrance exams or gain skills for business, platforms like Lingoda or Preply could be a better fit. Many tutors advertise on community boards in cafes and universities. But before you hire a tutor, be sure to inquire about their experience and certifications.

English language learning encompasses a broad swath of potential students, so we ensured that our picks covered as many groups as possible. Instead of targeting platforms that are specific to a single language group, we tried to choose services that don’t specify what native language a student speaks.

Although pricing is important, it’s hard to compare different services when they have different pricing models—some tutors charge by the hour, while others provide pre-packaged courses and charge based on that. We’ve chosen a range of services (some of which allow individual tutors to set their own rates) and focused on highlighting platforms that have high standards for their tutors. On the platforms that do allow non-professional tutors (such as italki’s Community Tutors), it’s clearly marked that they are conversation partners rather than formal teachers.

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31 Best Online English Teaching Platforms PAYING WELL in 2024!

Do you want to know the best online English teaching platforms and earn money while working at home?

Perhaps you are a stay at home mom who has good English literacy, or perhaps you are a retired teacher who is looking to earn some extra money during your free time.

Do you know you can actually monetize your English literacy by teaching English online from your home?

Teaching English Online is becoming more and more popular since it allows students and teachers to learn and earn from the comfort of their own homes.

All the companies that teach English online have requirements to teach which are:

  • Have a Teaching English as a Foreign Language ‘TEFL’ certificate
  • Have a headset and a laptop
  • A good internet connection
  • At least a good proficiency with the English language.
  • Have a degree
  • Be a native speaker
  • Have teaching experience

Sounds simple right?

31 Best Online English Teaching Platforms

  • English First
  • Whales English
  • CTY Online Instructor (Johns Hopkins University)
  • NIL English
  • iTutorGroup
  • CHHS Online Teaching
  • Aplus Teacher
  • LikeABC (Likeshuo)
  • Lorvale Academy
  • Teaching Personnel
  • itutorexpress
  • Red Education Group Limited
  • Yiyi English

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What is Twenix?

Twenix is a Spanish online teaching platformthat offers 26-minute, one-to-one English conversation classes to adults in Spain and Italy.

What sets Twenix apart?

  • Twenix is  ultra-flexible ; you can work as much or as little as you choose. You simply open slots in your schedule, and the system matches you with students. You can also transfer classes to other available teachers at no penalty when life throws you a curveball.
  • With Twenix you can  teach and earn from day one . No setup or self-marketing is needed – once hired, you can start teaching immediately.
  • Twenix is  simple and fun;  teachers are supplied with full lesson plans, requiring minimal preparation and no homework grading. All classes are conversation based and all our students are adults.

Requirements:

  • High level of English fluency. Non-native speakers welcome!
  • Registration as a freelancer in your country of residence.
  • No experience, degree or TEFL certificate is required.
  • TEFL certification and knowledge of different business sectors are a plus.

Pay rates vary from country to country based on the cost of living and local market rates.

For example:

  • UK, Netherlands, Belgium: 13-15€/hour
  • Argentina: 7-11€/hour.

Seasonal bonuses can boost pay rates by as much as 20%. Your rate will be confirmed during the selection process.

Adults only.

All based in Spain & Italy.

Classroom size:

One-to-one.

Class schedule:

24/7 – choose your own timetable

No minimum weekly hours

How to apply:

Link: Apply to Twenix here

PREPLY is a DIY tutor profile learning platform that allows you to prepare your own lessons fit for students of various ages.

PREPLY connects online English teachers with their pool of new and existing students.

They allow you to set your own rates and you just need to set up a teacher’s profile and wait to be booked by interested students.  

This is one of the most flexible and best online English teaching platforms out there.

Some additional details to help you think are:

Pay Rate per Hour: $0-$40 (max.)

Class Size: 1:1

Student Ages:  Any age but normally adults

Class Schedule: Anytime you want, you set the hours

Preferred :

  • Native North American
  • Native Australian/New Zealand
  • Native Ireland
  • Native South Africa

Accepted: Clear, neutral accents.

Degree Required: None

Certification: No but preferred

Min Hours Week: No minimum

Link to Apply : PREPLY

best online english teaching platforms

2.English First

English Firs t is a large company that hires native English teachers with a degree and, preferably, a TEFL certificate holder.

If you want to teach English online UK, this could be the best platform for you!

They offer English lessons which may take at least 20-45 minutes per class with the lessons provided.

After each lesson, your students will evaluate your performance. Mostly, students enrolled here are from universities or business professionals.

Pay Rate per Hour:

  • Minimum: $10
  • Maximum: $17

Class Size: 1-5

Student Ages:

  • Elementary & Junior (age 5-15)
  • High School & College Prep (age 15-18)
  • Adults (age 18+)

Class Schedule:

  • Morning (9am-12pm)
  • Afternoon (12pm-3pm)
  • Late Afternoon (3pm-6pm)

Degree Required: At least a Bachelor’s degree or above

Required Years of Experience: Not stated

Min Hours Week: 5

Link to apply: English First

Gogokid is an online school that hires native English-speaking teachers with a Bachelor’s degree or above from North America, who can teach between 9 am – 9 pm Beijing time. Each class lasts only 25 mins.

With your personal computer, a camera and a headset, you can be paid from $14 to $25 and there are performance-based bonuses, which come with different company incentives.

One of the best online English teaching platforms if you are from the US.

  • Minimum: $14
  • Maximum: $25

Class Size: 1-to-1

Student Ages: Elementary & Junior (age 5-15)

  • Evening (6pm-9pm)

Accent(s): Native North American

Certification: Yes

Required Years of Experience: 1

Min Hours Week: 10

Link to apply: Gogokid

31abc is an interactive school that holds its classes via video conferencing similar to Skype and provides a flexible and stable income for teachers.

They hire both degree and non-degree holders with extensive teaching experience along with TESOL or TESL certificates.

They run their salary on a performance-based scheme and hold their classes at flexible times, with the same group of students.

One of the best online teachers platform if you don’t have a degree.

  • Minimum: $18
  • Maximum: $26

Class Size: 2

Class Schedule: Evening (6 pm-9 pm Beijing time)

Certification: Preferred

Required Years of Experience: 0

Min Hours Week: 2

Link to apply: 31abc

5.Whales English

Whales English offers 50-minute group subject-based curriculum lessons with over 50,000 registered students on their platform.

They hire degree holder teachers from the US, Canada and UK with at least a 120 hour TEFL/TESOL certificate. They also provide flexible time for teachers and offers a performance-based salary.

One of the best online teaching platforms for teachers if you want performance bonuses.

Class Size: 2-3

  • Preschool (age 3-5)

Class Schedule: Evening (6 pm-9 pm)

Required Years of Experience required: 1

Min Hours Week: 8

Link to apply: Whales English

VIPKID is considered to be the most popular online English school for teaching Chinese children, which does not require a college degree in any type of field.

Nevertheless, they require their applicants to have a least one year of experience.

They usually hire teachers from North America.

One of the best online teaching platforms for schools.

  • Maximum: $22

Class Size: 1

  • Night (9pm-12am)
  • Beijing time

Min Hours Week: 7.5

Link to Apply: VIPKID

SayABC is a part of VIPKID that offers 40 minutes lesson to groups of four students for three months.

They usually hire applicants who have at least an Associate or a Bachelor’s degree and are proficient in speaking English well.

They offer work over a contract basis which can be renewed should you meet the expectations of their students and the company.

  • Minimum: $15
  • Maximum: $28

Class Size: 1 – 4

Degree Required: At least a Bachelor’s degree or above

Link to Apply: SayABC

Palfish offers its lesson through its interactive app teaching various subjects ranging from phonics to TOEFL, to IELTS.

Applicants who have a TEFL certification are recommended to apply.

They have two types of programs, an Official Kids Course and Freetalk, where you just teach conversational English.

Only those who are native English teachers can apply for the Official Kids Course but non-natives can apply for Freetalk.

One of the best online English teaching platforms if you don’t have a laptop.

  • Maximum: $30

Class Size: one-on-one

  • Adult (age 18+)
  • Early Morning (6am-9am)
  • Late Night (12am-3am)
  • Non-Native Neutral
  • Philippines

Min Hours Week : 4

Link to Apply: Download the Palfish app on your phone

best online english teaching platforms

K12 offers online courses for all learners who are looking for flexible hours to study or work.

They offer positions for all teaching levels for applicants holding a Bachelor’s degree and those having at least six months of experience working in a virtual environment such as Blackboard Collaborative tool and other online teaching platforms for teachers.

Class Size: 5

Required Years of Experience: 6 months

  Min Hours Week: 20

Link to apply : K12

Landi is an immersive teaching system based on ‘CLIL’, Content and Language Integrated Learning used by students from kindergarten to high school. Landi requires its applicants to teach at least 12 hours per week and teach 1 or 2 students per class.  

One of the best online teaching platform for teachers if you need minimum hours.

  • Minimum: $16
  • Maximum: $23

Degree Required : At least a Bachelor’s degree or above

11.DaDa A bc

DaDa hires applicants for all nationalities but they usually prefer applicants coming from US, Canada, UK and Australia who have at least a Bachelor’s degree holder and preferably a TEFL certificate holder.

You can work on a flexible schedule for at least four hours per week. They also offer Spanish classes.

One of the best online English teaching platforms if you want to teach subjects apart from English.

Student Ages: Elementary & Junior (Age 5-15)

Class Schedule: Evening (6 pm-9 pm Beijing)

Required Years of Experience: 2

Min Hours Week: 4

Link to Apply: dadaabc

12.CTY Online Instructor (Johns Hopkins University)

Johns Hopkins University requires it’s applicants to have a right to work in the US and are graduates from an accredited college or university in English, Creative Writing or Composition.

Applicants may substitute this requirement by using the JHU Equivalency Formula which allows applicants with 18 graduate degree credits to be considered as those who have one-year work experience.

One of the best online English teaching platforms if you have the authority to work in the USA.

  • Minimum: $19
  • Maximum: $27

Class Size: 10

Degree Required:

  • A Master’s degree in English, Creative Writing, or Composition and Rhetoric is strongly preferred.
  • Experience teaching Grammar and Visual Fluency courses are preferred.
  • Work hours vary and are flexible; including weekends and evenings.
  • Applicants must be authorized to work in the US.

Required Years of Experience: Two years of teaching experience in teaching composition or literature at either the college or secondary level is desirable.

  Min Hours Week: 10

Link to apply: https://jobs.jhu.edu/

Nicekid hires native English speaking teachers with a Bachelor’s degree. A teaching certificate such as a TEFL/TESOL/CELTA is required, along with teaching experience. 

The students are Chinese kids ranging from 4-12 years old.

They pay an hourly rate of $14-25 per hour. The minimum hours are at least 12 hours per week during the peak BEIJING hours of 6:50 pm-9:05 pm. 

The company offers bonuses and salary increases depending on your performance. 

The classes are 30 minutes one-on-one or up to two lessons with all the lesson materials provided.

One of the best online English teaching jobs if you prefer longer hours.

Student Ages:   Elementary & Junior (age 5-15)

Required Years of Experience: Not specified

Min Hours Week: 12

Link to Apply: https://www.nicekid.com/tutor

14.NIL English

NIL English school offers a flexible work environment and has students between 6 to 60 years old using a variety of class materials ranging from at least 10 minutes to 60 minutes, which are conducted over social media platforms such as Zoom, Skype or even over the phone.

One of the best online English teaching platforms if you need the flexibility of platforms.

  • Maximum: $15

Degree Required: College Student, Associate, At least a Bachelor’s degree or above

Required Years of Experience: Yes

Link to Apply: https://www.nilenglish.com/index.php

best online english teaching platforms

15.iTutorGroup

iTutorGroup is a Taiwanese company that has its own headquarters in Shanghai, China since 1998. It provides easy materials that can be taught to children and/or adult business professionals from China, Taiwan, and Japan.

Note- I have heard a few bad reviews about this school relating to low pay so approach with caution.

  • Minimum: $5*
  • Maximum: $24

*Rate depends on the country you live in

Class Size: 1-to-1 or up to 6

Certification : Preferred

Required Years of Experience:

Link to Apply: https://www.facebook.com/iTutorGroup/

16.PandaABC

Panda ABC offers full immersion English classes for Chinese students and hires applicants with at least a Bachelor’s degree, a TEFL/ESL/TESOL and teaching experience.

Teachers are required to work for at least 1 to 2 hours a day, 2 days a week from Monday to Saturday.

This is one of the best online English teaching platforms if you have a degree.

  • Minimum: $13

Class Size: 4

Degree Required: College Student at least an Associate, at least a Bachelor’s degree or above

Link to Apply: https://www.facebook.com/pandaabcenglish/

  Cambly offers conversational English to students of all ages. Teachers just need to log in and talk.

After each session, a student gives a review which boosts the ranking of each teacher. Cambly is a great place to rack up hours and talk to many students.

One of the best English teaching online platforms for online teachers.

Pay Rate per Hour:  

  • Maximum: $10

Any age, normally adults.

Degree Required: No

Link to Apply: https://www.cambly.com/en/tutors?lang=en

18.CHS Online Teaching

CHS Online Teaching allows their applicants to work from home at their own convenient time using a contractual scheme.

This company works in a performance-based environment that involves incentives such as trips to China and free accommodation.

This is one of the best online English teaching platforms if you are looking for alternative perks like accommodation.

Are you ready to start your online teaching business?

Class Size: 20

  • Early Morning (6 am-9 am)

Degree Required: at least Bachelor’s or above

  Certification: Yes

ABC 360 Philippines is currently focusing on hiring teachers from the Philippines requiring their application to go through a probationary period before they are hired.

Lessons are provided for at least 17 mins. long via skype platform.

This is one of the best online English teaching platforms if you are from the Philippines.

  • Minimum: $2
  • Maximum: $3
  • Late Afternoon (3 pm-6 pm)

Degree Required: At least Bachelor’s or above

Min Hours Week: 18

Link to Apply: https://www.facebook.com/abc360Official/

20.Aplus Teacher

A Plus Teacher is an online platform that allows you to set your own rates and hours.

You teach using Zoom and prepare the teaching materials.

They don’t specify their requirements to apply, or how much they charge for commission but they state that the average rate is $30.

Classes are 37 minutes long.

  You decide your own rate

Class Size: 1 on 1

Student Ages: 18 to 35

Class Schedule: Flexible, you decide

Accent(s): Not specified

Degree Required: Not specified

Certification: Not specified

Link to Apply: https://aplusteachingresources.com.au/

best online english teaching platforms

21.Learnship

  Learnship offers online English language lessons for business professionals based in Europe.

They are hiring applicants who have at least a native-level fluency in English and are certified with a foreign language teaching certification.

One of the best online English teaching platforms if you want to teach Business English.

  • Maximum: $18

Class Size: 1-6

Student Ages: Adult (age 18+)

Min Hours Week: Not specified

Link to Apply: https://www.learnship.com/en/

22.Magic Ears

Magic Ears is located in Beijing and caters to children aged 4 – 12 years old.

They are known for their detailed and clear hiring process and their considerate attitude in terms of emergencies and sick days of their teachers. However, Magic Ears requires one to be a teacher based in the US or Canada, to be hired.

Also, a fast internet connection is a must for them.

Teaching hours are weekdays: 6:30pm-9pm, weekends and holidays: 10am-11:30am & 6:30pm-9pm (Beijing Time).

Another one of the best online English teaching platforms for US citizens.

  • Minimum: $20

Degree Required : At least Bachelor’s or above

  Required Years of Experience: 1

Min Hours Week: 1.5

Link to Apply: https://t.mmears.com/v2/

23.LikeABC (Likeshuo)

LikeABC (previously known as Likeshuo) handles students ages 5 – 17 years old and adults.

They require an applicant to be a native English speaker from the US, UK, Canada, Australia, Ireland, Australia, and New Zealand.

Feedbacks are given to students after each session.

Class Size: 1 on 1 (tutorial) 1 on 4 (private) 1 on 15 (lecture)

Required Years of Experience: Not Specified

Min Hours per Week: 10

Link to Apply: https://englishteaching.online/likeshuo/

24.Lorvale Academy

Located in Toronto, the Lorvale Learning Centre offers enrichment programs to students aged between 6 – 18 years old.

They are currently hiring part-time public speaking, high school, Enrichment Program, and IELTS teachers.

One of the best online English teaching platforms if you have experience with exam prep and high school kids.

  • Minimum: $25
  • Maximum: $35

Degree Required: At least a Bachelor’s or above

Min Hours Week: 20

25.PandaTree

PandaTree offers its services for kids aged between 2 to 15.

They are hiring native speakers for 1 on 1 video sessions.

They also require their applicant to have a Bachelor’s degree and teaching experience of at least 2 years.

  • Maximum: $20

Accent(s):  

Min Hours Week: 15

Link to Apply: https://www.pandatree.com/hiring

26.Teaching Personnel

Teaching Personnel was founded in the UK in 1996. Since then, they have been able to support teachers and teaching staff to find work in the UK.

Their focus is hiring teachers for a local teaching set – up, but they also hire for a few teaching positions online.

One of the best online English teaching platforms if you are from the UK

  • Minimum: $23

Accent(s): Native UK

Link to Apply: https://www.teachingpersonnel.com/job/online-tutoring-jobid-00196

27.itutorexpress

ItutorExpress assists students in tutoring sessions in Reading, Math, Science, Social Studies, English as a Second Language (ESL), and Study Skills.  They do one – on – one sessions to assure the quality of the teaching for students aged 3 to 15 years old. A bachelor’s degree or above is required. It is also an advantage if one can utilize different teaching techniques to handle students with different learning capabilities. One of the best online English teaching platforms if you want to teach something other than English.

  • Maximum: $21

Class Size: 1- to – 1

Link to apply: https://www.facebook.com/itutorexpress123/

28.Red Education Group Limited

Based in Hongkong, the Red Education Group is looking for teachers from the top 50 universities in the world to teach their students in China and HK aged between 5 years old to adults.

A native speaker is required with 2 years of online teaching experience, as well as certifications in teaching.

Class Size: 1-on-1

Link to Apply: https://www.rededucation.com/contact-us/

Note- I may have a contact person for this school, let me know if you want to apply to them.

best online english teaching platforms

29.BlingABC

Bling ABC primarily provides online education to Chinese kids from 5 – 12 years old. Teachers are required to be native English speakers. To get hired you need a Bachelor’s degree and a certification in teaching like a TEFL/TESOL/ CELTA.

  • Minimum: $24
  • Maximum: $38

Class Size: 1vs 3, 6, 12, and up to 25 for a large group class

Link to Apply: https://t.blingabc.com/register

Acadsoc currently focuses on hiring teachers from the Philippines for their online 1 on 1 English classes.

They cater to K-12 pupils from China. They hire teachers for onsite teaching as well. TESOL/TEFL/CELTA/IELTS/TOEFL/TOEIC or a BA in English teachers are their target applicants for hire.

Accent(s): Philippines

Certification: Preferred but they sponsor your teaching qualification

Link to Apply: https://www.acadsoc.ph/Teacher/Career

31.Yiyi English

Yiyi English is looking for native and non-native speakers to teach Chinese kids between 5-15 years of age. You need a degree and some experience teaching English as a second language. A TEFL is also preferred.

Class Size : 1-to- 1

Link to Apply: https://yiyienglish.org

FAQs On Best Online English Teaching Platforms

What is a tefl.

A TEFL stands for a Teaching English as a Foreign Language certificate. You can attain one in 120 hours for a reasonable price i.e. much less than a degree.

There is a 120-hour online course ran by  Let’s TEFL,  which focuses specifically on online teaching. It has specific training to ensure your application, resumes, introduction videos for online English recruiters are done right.

The great thing about this TEFL compared to other providers, is it specializes in preparing you to  teach online . It also prepares you to teach English as a second language.

As far as I’m aware, Let’s TEFL is the only course available online now which comes with a whole extra video module with specific training for teaching online – presented by an actual teacher. They are also endorsed by  DaDa and iTutorGroup  as one of their recommended courses. (Both are two HUGE online schools)

You can also see a preview of a module lesson  here.

You must get a TEFL if you want to get hired by some of the best online English teaching platforms.

best online English teaching platforms.

How much can you make teaching English online?

How much you earn teaching English online depends on whether you are a native speaker, if you have a degree and experience. Even between the Best online teaching companies, the range is big.

I started at $15 per hour and now my rate is no less than $50 per hour. I have also run specialized lessons and charged $100 per hour.

So, to help you choose what school to apply, here are 31 best online English teaching platforms are available over the internet for you to choose from:

How Can I Get Paid To Teach English Online?

Wonder if you can get paid to teach English as a Second Language (ESL)?

You can get paid to teach English Online in 3 different ways: 

By teaching with an online ESL company; offering your teaching services on an open marketplace; or creating your own online ESL business and working for yourself.

Can I Teach English Online Without TEFL?

Yes, you can definitely teach English online without TEFL.

While some online teaching platforms don’t require it , they usually pay much less. 

If you are serious to earn a living through teaching English online, do consider taking a TEFL certificate.

You will most definitely qualify for the best online teaching platform with TEFL.

How Quickly Can I Get A TEFL Certificate?

Some students take intensive courses to get TEFL certified in as little as 1 month.  

It is worth noting that not everyone will get their TEFL certificate within the same period of time.

To ensure you have enough preparation time, you should set aside about 4 to 6 months to complete your TEFL course.

What Qualifications Do I Need To Teach English Online?

You will need a secure and reliable Internet connection, a Zoom or Skype account, and a TESOL/TEFL certificate to teach English online. 

Some online teaching platforms will require you to be a native English speaker.

Most importantly, you will need to be patient, punctual, enthusiastic, and friendly to teach English online.

Is Teaching English Online In Demand?

YES. There is an increasing demand for online English teachers all over the world.  

You will get to meet students from different countries when you teach English online .

Countries like South America, Korea and China have high demands for English teachers with different specialties.

You can specialize in teaching kids or business English for communications.

Is Being An Online English Teacher Worth It?

Yes, it is definitely worth it!

Teaching English Online is one of the best remote works for you today.

You can teach English online while you are traveling or living overseas, or do it as a side job to earn some extra income.

Rewarding and flexible, teaching English online is definitely worth it!

How Can I Become An Online English Teacher With No Experience?

The good news is that you don’t need teaching experience to teach English online .

There are plenty of online platforms for teachers out there that don’t ask for any previous teaching experience.

As long as you have at least a 120-hour TEFL qualification there are jobs out there for you.

Can I Teach English Online From Abroad?

Yes, you can definitely teach English from abroad!

The advantage of teaching abroad is that you don’t have to struggle to find a classroom or meet in person to teach English online.

You can teach ESL online from home and dress however you like! 

You don’t even have to get out of your pajamas!

How Long Should An Online English Lesson Be?

Generally speaking, classes are either 20-30 minutes or 40-60 minutes . 

Each online teacher platform is slightly different so you should do your own research.

While short classes are preferred by many, some online platforms for teachers prefer longer sessions.

Do your own research to find the best platform for online teaching that suits you.

There are plenty of online platforms for teaching english, what are you waiting for? 🙂

  1-  Any schools I recommend and their rates are as I know them when I write this post.

Nevertheless, things do change. If the school is no longer hiring, or the hiring rates have changed, please don’t send me a long angry email telling me I am giving out incorrect information

Yes, this happens, unfortunately -_-  Send me a polite note and I will update it as soon as I can.

2 – I am not a recruiter and I DO NOT earn anything if you click on any of my links to the online schools.

I am providing this information on the schools based on personal experience, research on forums and by speaking to various teachers in those online schools.

You are welcome to choose any school that suits your circumstances, as I DO NOT earn any money from online school referral links.

3-  However, there may be links to products and services recommended on here that are affiliate links and I may earn if you click on them, AT NO EXTRA cost to you. I hope you find the information here useful! Thanks.

PHEW! Needed to clear that up, now where were we?

There you have it, 31 best online English teaching platforms that are websites to teach English online.

If you still need a bit more guidance on how to start teaching English online and the application process, I provide coaching on :

  • Where to find online teaching jobs
  • How to pass an interview
  • How to come across as experienced, even when you don’t have experience
  • How to increase your hourly rate
  • And anything related to getting started with online teaching and getting paid a high rate

If this is something you need, drop me an email and I will try and help.

All the best with your online teaching journeys.

Hopefully by now, you know what are the best online teaching platforms for teachers.

PS; If you are looking for other ways to work from home, these articles will help:

How to Become an Online Teacher  (and earn $6,000 per month!) 

Or perhaps you may be interested in starting your own blog that makes money within the first month?

Check out this  step-by-step guide  to setting up your blog today.

Related Posts on Best Online English Teaching Platforms:

  • How To Teach Business English Online
  • Teach English Online to Adults: 14 Companies Hiring Now!
  • Teach English Online Without A Degree
  • Teach English Online With No Experience

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Click on the Links to review further examination past papers and information.

http://www.aqa.org.uk/ subjects/english/gcse/english- literature-8702/assessment- resources

http://www.aqa.org.uk/subjects/english/gcse/english-language-8700

The English department use an online homework platform called Educake . This site will allow us to set homework online, assess pupils’ understanding and enable us to plan for further development. 

Students have been provided with their log in details; it is students’ responsibility to ensure they know their log in information and remember their password (that they change from the initial one).  It would be a good idea to take a picture of their log in details on their mobile phone so that if they forget their password, they can still access their account. 

You can support your child at home by reminding them that English homework is set online and there will be 3 homework activities each half term. This is true for all year groups. Non-completion of homework will result in a detention but pupils have a half term to complete all three.

If your child is having any issues, then they can see any member of the English department.  

More information can be found at https://my.educake.co.uk  

Year 11 Assessment Programme 2023-24

Thursday 19 October – An Inspector Calls

Thursday 9 November – Power and Conflict

Thursday 23 November – Unseen Poem/Comparison

Week beginning 4 December – Language Mock Exams

Thursday 18 January – A Christmas Carol

Friday 2 February – Macbeth

Thursday 15 February – Macbeth

Week beginning 4 March – Literature Mocks

Friday 22 March – Language Paper 2 Section B

Thursday 18 April – Language Paper 1 Section A

Thursday 2 May – Language Paper 1 Section B

Resources are at the bottom of the page. The structure of the AQA English Papers is as follows:

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This article has been retracted.

Construction of knowledge graph english online homework evaluation system based on multimodal neural network feature extraction.

Foreign Languages and International Tourism Department, Chongqing Vocational Institute of Tourism, Chongqing 409000, China

Associated Data

The data used to support the findings of this study are available from the corresponding author upon request.

This paper defines the data schema of the multimodal knowledge graph, that is, the definition of entity types and relationships between entities. The knowledge point entities are defined as three types of structures, algorithms, and related terms, speech is also defined as one type of entities, and six semantic relationships are defined between entities. This paper adopts a named entity recognition model that combines bidirectional long short-term memory network and convolutional neural network, combines local information and global information of text, uses conditional random field algorithm to label feature sequences, and combines domain dictionary. A knowledge evaluation method based on triplet context information is designed, which combines triplet context information (internal relationship path information in knowledge graph and external text information related to entities in triplet) through knowledge representation learning. The knowledge of triples is evaluated. The knowledge evaluation ability of the English online homework evaluation system was evaluated on the knowledge graph noise detection task, the knowledge graph completion task (entity link prediction task), and the triplet classification task. The experimental results show that the English online homework evaluation system has good noise processing ability and knowledge credibility calculation ability, and has a stronger evaluation ability for low-noise data. Using the online homework platform to implement personalized English homework is conducive to improving students' homework mood, and students' “happy” homework mood has been significantly improved. The implementation of English personalized homework based on the online homework platform is conducive to improving students' homework initiative. With the help of the online homework platform to implement personalized English homework, students' homework time has been reduced, and the homework has been completed well, achieving the purpose of “reducing burden and increasing efficiency.”

1. Introduction

The arrival of the information age means a change in the way of teaching and learning. With the development of computer technology, multimedia technology, and network technology, the interactive way of teaching through the network has gradually become popular [ 1 ]. The application of computer in teaching has brought about changes in teaching methods, teaching methods, teaching forms, and teaching concepts [ 2 ]. The development of distance education, online examination system, online learning system, and online homework system has greatly promoted the development of education and has also brought a huge change to modern education, which has profoundly affected the field of modern education and teaching [ 3 ]. By using the English homework evaluation system, it can give students more opportunities to practice and allow teachers to correct homework without time and space constraints, which greatly improves the work efficiency of teachers. At the same time, the assignment of assignments is diversified, more targeted assignments can be assigned to students at different levels, and the evaluation method of assignments is also more flexible and effective [ 4 ]. Based on the above reasons and needs, the English homework evaluation system highlights its incomparable advantages compared with the traditional English homework evaluation method. Its development and application, as a platform for teachers and students to teach feedback, play a particularly important role in the teaching process and teaching effect [ 5 ].

With the improvement of network speed, diversified information has gradually entered people's lives, such as audio and video and other media information [ 6 ]. It follows that more and more types of information can be used in evaluation algorithms, and we generally call multiple types of data set multimodal data. Traditional knowledge graph-based evaluation algorithms ignore multimodal information, which often participates in the user's decision-making process [ 7 ]. Today, most of the evaluation algorithms based on knowledge graphs use knowledge graphs to enhance the effect of evaluation algorithms from two aspects: learning semantic information in knowledge graphs or exploring the connection patterns of various paths in knowledge graphs, while ignoring that these exist in themselves and available multimodal information [ 8 ]. Reasonable use of this information may improve the performance of the evaluation algorithm.

The traditional English homework correction teachers need to spend a lot of time and energy after class, the workload is heavy, the time and space for correcting homework are also limited to a certain extent, and teachers cannot correct the homework at any time. At the same time, due to the limited space of paper assignments, it is impossible for teachers to revise and give comments on it in detail [ 9 ]. They can only draw the wrong places and give a simple comment, which will dampen their enthusiasm for learning. Through the online homework correction system, the submission and correction of objective multiple-choice questions and oral assignments in common traditional homework can be realized, filling the gap that cannot be checked and evaluated for each student due to insufficient time in class and after class [ 10 ]. For assignments such as objective multiple-choice questions, the system can automatically grade and evaluate students' assignments in real time, which greatly improves the work efficiency of teachers. Different from the existing operation, it realizes paperless operation, saves energy, and breaks through the shortcomings of the original traditional operation correction which is limited by space. In addition to the automatic marking by the system, teachers can also mark homework according to students at different levels, make detailed or brief marks according to the actual situation of students, and give students appropriate comments while correcting errors in students' homework, which can promote students' interest in English learning [ 11 ].

This paper describes the construction process of this multimodal knowledge graph, defines the knowledge graph data model according to the data characteristics, mainly including algorithms, structures, related term entities, and their relationships, and briefly introduces the data sources of this article. After that, the CNN + BiLSTM-CRF named entity recognition model of this paper is introduced, and the algorithm framework and algorithm process are designed. We introduce comparative experiments and continuously adjust the model learning rate and dropout parameters to obtain the optimal training model. The research on knowledge evaluation based on triple context information proposes a model that uses the context information of triple entities and relation path information to calculate the credibility of triples. The knowledge evaluation ability of the model is evaluated on the knowledge graph noise detection task, the knowledge graph completion task (entity link prediction task), and the triplet classification task, respectively. The results show that the system has good noise processing ability and credibility calculation ability, can effectively evaluate and verify knowledge, and perform better in low-noise data. Before publishing assignments, teachers can use the function of estimating the time required for assignments on the “Job Together” platform to reasonably control the amount of assignments. Students can concentrate on completing assignments and maintain their interest in learning objects. In this study, through continuous improvement of the scheme, the suitability of homework is enhanced, the time spent on students' homework is controlled, and personalized homework becomes a fun rather than a burden. The extra time for students to study English has increased significantly, and their interest in English learning has been improved.

2. Related Work

Related scholars proposed to extract links in Wikipedia pages as sample features and use k-NN classifier to realize the task of entity-type prediction [ 12 ]. The premise of this method is that a given knowledge graph needs to have a corresponding relationship with Wikipedia, such as DBpedia, and then, the link jumps between Wikipedia pages can be used to extract features, such as the categories to which interrelated pages belong [ 13 ]. Compared with the method of exploring the internal links of the knowledge graph, the advantage of this is that the link restriction between the pages of Wikipedia is looser than that of the knowledge graph, and the extracted link features are also richer. The researchers use the types of entities in DBpedia of different language versions as the characteristics of the sample data, use the k-NN classifier to predict the entity types through various distance calculation standards, and finally combine the multiple calculation results to obtain the final classification result [ 14 ].

The Tipálo algorithm tool obtains the type of an entity by parsing the text in the abstract of the entity in DBpedia in the corresponding Wikipedia page, using a variety of graph schema-based heuristics [ 15 ]. The biggest limitation of this algorithmic tool is that it requires entities in the knowledge graph to have corresponding pages in Wikipedia. Related scholars have proposed a method similar to the Tipálo algorithm and used multilingual abstracts to improve accuracy and coverage [ 16 ]. The OpenCyc algorithm classifies the Wikipedia page corresponding to the DBpedia entity into the categories of the OpenCyc system, using the information box (Infobox) in the page and the first sentence of the page as the text of the entity [ 17 ]. The OpenCyc algorithm is similar to the method designed by Apriso described above, except that Apriso converts the link information in the page into text.

Knowledge graph is the expression of knowledge in computer, which usually exists in a structured form [ 18 ]. From the perspective of graph, structured knowledge represents logical and reasonable knowledge. But knowledge can not only be understood from the perspective of reasoning. For humans, some knowledge is knowledge that can be directly obtained from the senses [ 19 ]. The characteristics of this knowledge are intuitive, fast, unconscious, and nonverbal, such as pictures. People will ingest similar knowledge when they observe pictures. For example, when observing the pictures of Taikoo, users will give a direct understanding of the pictures in their minds, which can be architectural features, urban customs, etc., and such understandings are difficult to be expressed by structured knowledge. The same goes for sound knowledge. Some entities in the knowledge graph themselves contain visual or other multimodal information [ 20 ]. The information of different modalities has its own emphasis on the supplement of knowledge, which helps to enhance the expression of knowledge from different aspects [ 21 ]. At the same time, the existing technology lacks effective means to extract visual knowledge into structured knowledge and add it to the triplet of the knowledge graph. Thanks to the development of deep learning, researchers have explored representation methods for various modal data [ 22 ].

The main idea of the method based on logical inference is to infer the possible types of objects with missing class labels according to the description logic axioms in the linked data, so it is also called type inference. Using the association rule mining method to analyze the entity co-occurrence of the knowledge graph, the description logic implied in the ontology layer is inferred, and the description logic guides the entity-type inference. Entity-type prediction based on logical reasoning method needs to be established under the condition that the reasoning chain is complete and error-free, which is the limitation of this type of method.

Juku Correction Network is an online service system that provides various auxiliary supports for English teachers to correct English compositions [ 23 ]. This system of Juku Correction Network can automatically identify a different English vocabulary spelling, vocabulary collocation and usage, and English grammar. With the assistance of the system, English teachers do not need to spend a lot of time to help students correct. When correcting compositions manually, dozens of students make same mistakes. Teachers need to repeat them dozens of times and waste a lot of time doing repetitive work. Juku correction network can intelligently accumulate teachers' experience in correcting English homework. In the composition correction, English teachers no longer need to spend a lot of time on repeating the same mistakes that students make in English writing [ 24 – 26 ]. At the same time, Juku Correction Network can also correct the composition submitted by users in real time, immediately assess the composition score and analyze feedback, so that students can strike while the iron is hot after writing the composition, and quickly correct the mistakes in the composition [ 27 ]. At present, the composition correction of many websites is supported by Juku Correction Network [ 28 – 30 ].

3.1. Construction of Knowledge Graph

This paper defines the data mode of the multimodal knowledge graph, completes named entity recognition and relationship classification in the data obtained after the crawler, and performs multimodal entity connection work. Finally, the extracted entities and relationships are stored in the graph database Neo4j to complete the knowledge graph visualization. Figure 1 shows the construction framework of the multimodal knowledge graph in this paper.

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Construction framework of multimodal knowledge graph.

Based on some existing knowledge graph data patterns, this paper divides knowledge point entity types into three categories, namely, algorithm, structure, and related terms. There are five relationships between knowledge point entities, including inclusion relationship, precursor relationship, same relationship, brotherhood, and relatedness. At the same time, voice is also added to the knowledge graph as an entity node, and the relationship between voice node and other entities is defined as an association relationship.

In this paper, relations are classified into five categories, and the work of relation recognition is regarded as a supervised relation classification task. First, we divide the text data into sentences and words, and use the program to filter out sentences with two entities in a sentence. By labeling the relationship between two entities in the sentence in the courseware data, the automatic labeling of the relationship in the Jianshu post-data is completed. Finally, different models are used for training and classification, and the relationship classification effect of each model is analyzed and evaluated.

This paper uses the Neo4j graph database to complete the storage and visual display of multimodal knowledge graphs. The knowledge point entities, voice entities, and relationships between entities are imported into the graph database, respectively. Based on the knowledge graph, a course multimodal retrieval platform is built to provide services such as semantic search and knowledge graph visualization.

3.2. Data Mode

The knowledge graph mainly includes schema layer and data layer in terms of logical architecture. The schema layer is built on top of the data layer. It can be said that the schema layer is a more abstract concept. The data pattern in the knowledge graph is an effective organizational form used to describe knowledge. It has a strong hierarchical structure and a small degree of redundancy, which is convenient for knowledge management and knowledge reasoning.

In this paper, the multimodal knowledge graph is divided into two concepts: course knowledge points and speech, and according to the characteristics of the extracted course data, the entities are divided into “algorithm,” “structure,” “related terms (term),” and “voice.”

Entities can have multiple attributes, and there are corresponding relationships between entities. This paper defines six types of relationships, including one of “inclusion relationship,” “precursor relationship,” “identical relationship,” “brother relationship,” and “related relationship.” The relationship between knowledge point entities and lecture speech entities is “association relationship,” and the specific description information is shown in Table 1 .

Relevant descriptions of the six relationships.

3.3. Feature Extraction Method

Due to the dependencies between the time series of RNN and its variants, it is difficult to perform parallel operations, while the parallel ability of CNN is better, so researchers apply CNN to text feature extraction. The CNN for text feature extraction is different from the CNN for image feature extraction. The CNN for image feature extraction is two-dimensional, while the CNN for text feature extraction is one-dimensional, that is, DCNN1.

DCNN1 mainly obtains context information by imitating N-grams. Set the window size of convolution to l , then l is n in N-grams, and the information generated by each convolution window can be considered as a time series signal. Let x i ⟶ R k , where k represents the output dimension of the embedding layer and i represents the position of the word in the document or sentence. After the embedding layer, a document or sentence containing n words can be represented in the following form:

Here, the symbol ▽ indicates the connection operation. Usually, a vector X is used to represent a series of word vectors. Each convolution operation involves a convolution kernel w that generates a new feature through a window. For example, a feature c i can be generated by the window:

Here, b is the bias term and f is a nonlinear function like the hyperbolic tangent.

Figure 2 shows the structure of a word2vec + 1DCNN model for text classification. First, the words represented by word2vec are extracted with different sizes of convolution kernels and then through the pooling operation. Finally, the text is classified through the fully connected layer and the activation function softmax. word2vec + 1DCNN can be used for various natural language processing tasks.

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Schematic diagram of DCNN1 operation.

Since DCNN1 is designed to imitate the way of N-gram, it only extracts features for words within the convolution window and cannot connect the context information at a distance like LSTM, but LSTM cannot be parallelized. To solve the above problems, a transformer model based on multi-head attention is proposed. Multi-head attention consists of multiple scalar dot-product attentions.

Multi-head attention involves three inputs Q, K, V . Multi-head attention projects Q, K, V through H different linear transformations and finally stitches the different results together, namely,

Among them, Φ is the dimensional transformation matrix of multi-head attention, and W iQ , W iK , and W iV are the linear transformation matrices of Q , K , and V , respectively. The scalar dot-product attention does a weighted sum of V :

where f is the softmax function.

The transformer can be composed of multi-head attention. The transformer model is also based on the encoder-decoder framework, which includes two parts: encoder and decoder. Both the input sequence and the output sequence undergo word embedding and positional encoding.

The encoder consists of N layers of the same layer, and each layer contains two parts: one part is multi-head attention, and the other part position-wise feed-forward is actually a fully connected layer plus ReLU function activation. Both parts contain residual connections, followed by layer normalization.

Decoder also consists of N layers, and each layer contains three parts: the first part is multi-head attention, the second part is contextual multi-head attention, and the third part is position-wise feed-forward. Each part contains residual connections and layer normalization.

In order to improve the energy of the high-frequency part of the signal, the speech signal is usually passed through a first-order high-pass filter. This process is called pre-emphasis. Given the input signal x [ n ] in the time domain, the pre-emphasis process can be expressed by the following formula:

Since the statistical properties of speech signals change with time, they belong to nonstationary signals. But at the same time, the voice signal has the characteristics of short-term stability. Since the Fourier transform requires the input signal to be stable, it is necessary to uniformly divide the speech signal into frames. A frame consists of N sampling point sets, and there is usually an overlapping area between two frames to avoid excessive changes between two adjacent frames. In the process of framing, a window function needs to be multiplied with the original signal, namely,

After the FFT, the energy on the frequency band signal can be obtained, but the perception of the frequency by the human ear is not equally spaced, but approximated by a logarithmic function. Compute the logarithmic energy of each filter bank output:

From this, the FBank feature can be obtained.

3.4. Named Entity Recognition Based on CNN + BiLSTM-CRF

The traditional BiLSTM-CRF named entity recognition model only considers the global features of text data, and the entities in this paper are related to the preceding and following words, so the extraction of local feature information should also be considered. Based on the BiLSTM-CRF model, this paper combines global and local feature information with the constructed dictionary and designs a named entity recognition model based on CNN + BiLSTM-CRF. The algorithm framework of this paper mainly includes four parts, namely, Keras embedding layer, CNN layer, BiLSTM layer, and CRF layer. The functions of these four layers are as follows:

The Keras embedding layer mainly performs word embedded representation on text data and maps the data into low-dimensional vectors. CNN extracts local features of text. BiLSTM extracts global features, then concatenates character vectors and word vectors item by item, and inputs them to the fully connected layer and the CRF layer. After decoding the spliced vector, the optimal marker sequence is obtained.

This paper combines the respective advantages of CNN, BiLSTM, and CRF. In this way, the information before and after the entire sentence can be saved, sufficient features of the entire sentence can be extracted, and an effective sequence labeling method can be used for high-accuracy labeling.

The number of acquired courseware pages in this paper is 1209 pages in total. The extracted courseware text data are used as the labeling data set, and the marker is specified to mark the entity; “/ a #” means algorithm, “/s#” means structure, “/ c #” means related terminology, and “/ t #” means nonentity.

For the text data input from the previous layer, this paper uses the Keras embedding model to transform the word embedding matrix and input it to the next training model. The entity set is obtained through model training and entity prediction. In order to facilitate later storage, data cleaning is performed on the repeated entities to obtain the final entity set.

4. Experiments and Analysis

4.1. knowledge assessment of contextual information.

TCA (EC), CKRL, and TransE are compared on the data set through triplet classification task, and the experimental results are shown in Figure 3 . TCA (EC) represents a method of calculating the credibility of knowledge only considering the internal information of the knowledge graph, and a multimodal neural network represents a method of calculating the credibility of knowledge by considering both the internal information of the knowledge graph and the context information of triple entities.

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Accuracy of triple classification.

In the same data set, the triplet classification effect of multimodal neural network is better than the comparison model CKRL and TransE, and better than TCA (EC). Therefore, TCA has better triple classification ability. Compared with the comparative model, the main difference and advantage of TCA are the use of entity context information. The multimodal neural network method that introduces entity context information is better than the TCA (EC) method that only considers internal information, indicating that external information can improve the accuracy of triplet classification tasks, and verifies the validity of TCA credibility calculation.

As the noise increases, the triplet classification effect of TCA decreases, indicating that adding noise is not conducive to triplet classification tasks, and it performs better on low-noise data. The accuracy of multimodal neural networks is always higher, it can be proved that the combination of entity context information and knowledge graph internal information makes the model have a certain ability to deal with noise, and the ability to deal with noise is better than other models.

In this experiment, the knowledge graph completion task is performed through entity link prediction, which predicts the missing relationship through the known entities in the triplet. The reliability is calculated by TCA based on representation learning, and the effect of representation learning directly affects the result of the reliability calculation. Therefore, the representation learning ability of the model can be evaluated through entity link prediction, which proves the validity of the credibility calculation.

We use all entities to replace a certain entity (head entity or tail entity) in the triplet to form a new triplet, calculate these triplets through the energy function, and sort according to the score; the lower the score, the better the ranking forward. The link prediction ability of the model is evaluated according to the ranking of the correct answers. The evaluation indicators include the average result ranking of correct entity scores (mean rank) and the proportion of correct results in the top ten predicted results (Hits@10). Since some “contamination” triples are generated during the negative example generation, two settings of “Raw” and “Filter” are used in this experiment; “Raw” means unprocessed data, and “Filter” means to remove “contamination” triples of data.

The entity link prediction error is shown in Figure 4 . The average result ranking of the multimodal neural network on the data set and the proportion of correct results in the top ten prediction results are the best compared to the results of other models. Therefore, the multimodal neural network has good representation learning ability, and entity context information can improve the representation learning ability of the model. The experimental results of TCA (EC) are better than the CKRL model, so the relational path information can effectively improve the representation learning ability of the model.

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Object name is CIN2022-7941414.004.jpg

Entity link prediction error.

Both relational path information and entity context information can enhance the representation learning effect of the model. Therefore, combining entity context information and relationship path information for credibility calculation can significantly improve the model's entity link prediction ability.

With the increase of noise, the evaluation indicators of the multimodal neural network remain stable, and the advantages are more obvious compared with other models. Therefore, in the presence of noise interference, TCA can still maintain a good representation learning effect and effective credibility computing power. It is further proved that the credibility calculation can improve the noise identification ability of the model.

4.2. Data Analysis of Students' Homework Behavior

Homework behavior includes students' homework effort and homework time. Homework effort includes initiative and concentration. The data results of students' homework initiative and concentration before and after the implementation of personalized homework in this class are entered into SPSS software, and paired sample t test is used.

It can be seen from Table 2 that the pre- and post-test data of students' English homework behaviors are in the dimension of initiative, P =0.001, less than 0.05, and reaching a significant level of 0.05. The null hypothesis should be rejected, indicating that the results of personalized English homework based on the online homework platform are effective. The students' homework initiative tendency is more obvious. In the dimension of students' homework concentration, the P value is 0.117, which is greater than 0.05, which is not statistically significant, indicating that homework concentration, as a stable feature, needs to be cultivated for a longer time.

Paired sample test for homework effort.

After the implementation of the English online homework evaluation system, the time spent on English extracurricular homework has been significantly reduced. The comparison of students' homework time before and after the implementation of the English online homework evaluation system is shown in Figure 5 .

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Comparison of students' homework time before and after the implementation of the English online homework evaluation system.

Before the implementation, students were always tired of repetitive types of homework and could not complete it 100%. However, the English online homework evaluation system is targeted and differentiated. Students will neither feel that the homework is far beyond their ability, the homework is highly interesting and conforms to the cognitive characteristics of students, so students can actively complete it. The comparison of students' homework completion before and after the implementation of the English online homework evaluation system is shown in Figure 6 .

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Students' ratings of the English online homework evaluation system.

After the implementation of personalized homework, the survey data for this item showed that the extra study time of students increased overall, and most students' extra study time was between 1.5 and 2.5 hours (including 1.5 and 2.5 hours), a total of 30 people. The results of the before and after comparison are shown in Table 3 . In the table, P =0.001, which is less than 0.05, has statistical significance, indicating that after the implementation of English personalized homework based on the online homework platform, the additional time for students to learn English has increased significantly.

Paired sample test for additional learning time.

By analyzing the behavior data of students' English homework, it can be seen that the implementation of personalized English homework based on the online homework platform has reduced the time spent on students' English homework, while the amount of students' homework has been greatly improved, indicating that the implementation of personalized homework helps to achieve “reducing burden and increasing efficiency,” which is in line with the educational concept of reducing burden; the additional time for students to study English increases, indicating that students' English learning initiative and interest in learning have been improved.

4.3. Data Analysis of Online Job Platform

The distribution map of the proportion of students' homework scores is shown in Figure 7 . The unit in the third homework focuses on testing and practice, the comprehensiveness is strong, and the difficulty has increased compared with the previous two, so the students' homework scores will inevitably fluctuate. In the second and third rounds of practice, in order not to dampen the enthusiasm of the students, in the unit lectures and test exercises, the difficult reading expansion exercises were not pushed to the students of the Endeavour Group, but some units under the requirements of the curriculum standards were pushed. For exercises related to basic knowledge points, the suitability of homework has been continuously improved, and the number of people with an average score of 80 to 90 has shown a steady increase. In the second and third rounds of three assignments, the average score of the homework is 80. The following decrease in the number of people can be seen that the average score of students' homework has increased overall, mainly distributed between 80 and 90 points. Figure 8 shows the performance trend before and after the implementation of the English online homework evaluation system.

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Distribution of the proportion of students' homework scores.

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Object name is CIN2022-7941414.008.jpg

The trend chart of the scores before and after the implementation of the English online homework evaluation system.

Correcting wrong questions in time will help students discover their own shortcomings and review and consolidate them. In the first round of practice, teachers and students were not proficient enough in the operation of the platform because they just started using the online homework platform, and some functions of the platform were not fully understood. Familiarly, some students did not correct the wrong questions. In the second round of practice, this paper regards the correction of wrong questions as an important indicator for checking homework and urges students to correct the wrong questions in time, and the situation has been improved. In the third round of practice, students gradually developed a good habit of actively correcting wrong questions. Most of the students did not need to be reminded by teachers, they would take the initiative to correct wrong questions after finishing the exercises, and the number of students who could complete homework corrections increased significantly. The distribution of students' error correction rate is shown in Figure 9 .

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Distribution of students' error correction rate.

5. Conclusion

For the data structure course resources, entities are defined as three types of knowledge points: structure, algorithm, related terms, and one type of speech, and six kinds of relationships are defined between entities. The integration of course resources and the search for the learning path of knowledge points at the lower level of the course help students learn efficiently. The experimental results show that TCA can detect the noise and conflicts in the knowledge graph, can effectively calculate the reliability of triples, has better performance on the data set with noise interference, and is suitable for processing low-noise data. The advantages are outstanding, which proves that TCA has good noise processing ability and knowledge credibility calculation ability, and can effectively evaluate the knowledge in the knowledge graph. TCA evaluates the credibility of triple knowledge by introducing external text description information as triple context information. This method has higher accuracy than the credibility calculation method without external information. The implementation of the English personalized homework plan based on the online homework platform has improved the effect of English extracurricular homework. Students' homework time is reduced, and the homework completion rate is increased, realizing “reducing burden and increasing efficiency” for homework. The online homework platform is used to implement personalized homework for students by means of grouping. The design of homework content highlights the characteristics of “horizontal differentiation and vertical progression,” and pushes short-board knowledge according to students' learning conditions, respecting students' differences. On the teacher side of the online homework platform, we can check the duration of students' homework, homework scores, the correct rate of each question, the rate of lost marks, and the details of students' answers.

Acknowledgments

This work was supported by Chongqing Education Committee Technology Project under Grant No. Z212053, China National Foreign Languages Guidance Committee of Ministry of Education under Grant No.WYJZW-2021-105, and Chongqing Education Committee under Grant No.KJQN2020004605.

Data Availability

Conflicts of interest.

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Parliament adopts Platform Work Directive  

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Food delivery, rider with bicycle delivering food

On Wednesday, MEPs approved new rules aiming to improve the working conditions of platform workers.

The new rules, agreed on by the Parliament and the Council in February and adopted with 554 votes in favour, 56 votes against and 24 abstentions, aim to ensure that platform workers have their employment status classified correctly and to correct bogus self-employment. They also regulate, for the first time ever in the EU, the use of algorithms in the workplace. Employment status The new law introduces a presumption of an employment relationship (as opposed to self-employment) that is triggered when facts indicating control and direction are present, according to national law and collective agreements, and taking into account EU case law. The directive obliges EU countries to establish a rebuttable legal presumption of employment at national level, aiming to correct the imbalance of power between the digital labour platform and the person performing platform work. The burden of proof lies with the platform, meaning that it is up to the platform to prove that there is no employment relationship. New rules on algorithmic management The new rules ensure that a person performing platform work cannot be fired or dismissed based on a decision taken by an algorithm or an automated decision-making system. Instead, digital labour platforms must ensure human oversight on important decisions that directly affect the persons performing platform work. Transparency and data protection The directive introduces rules that protect platform workers’ data more robustly. Digital labour platforms will be forbidden from processing certain types of personal data, such as data on someone’s emotional or psychological state and personal beliefs. Quote Rapporteur Elisabetta Gualmini  (S&D, IT), said: “With this directive, up to 40 million platform workers in the EU will have access to fair labour conditions. This historic deal will give them dignity, protection and rights. It will correct bogus self-employment and prevent unfair competition, protect true self-employment, and introduce ground-breaking rules on algorithm management. This will become a real benchmark at global level. I am proud to say: Europe protects its workers, its social model and its economy." Next steps The agreed text will now have to be formally adopted by the Council, too. After its publication in the Official Journal of the EU, member states will have two years to incorporate the provisions of the directive into their national legislation. Background European Commission analysis from 2021 found that there are more than 500 digital labour platforms active and the sector employs more than 28 million people - a figure expected to reach 43 million by 2025. Digital labour platforms are present in a variety of economic sectors, be it “on location”, such as ride-hailing and food delivery drivers, or online with services such as data encoding and translation. While most platform workers are formally self-employed, about 5.5 million people may be wrongly classified as self-employed. With the adoption of this legislation, Parliament is responding to citizens’ expectations on inclusive labour markets and digital innovation to strengthen the social and sustainable economy, as expressed in proposals 13, 13(5), and 35(1)(3) of the conclusions of the Conference on the Future of Europe .

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Further information  

  • Committee on Employment and Social Affairs  
  • Link to the adopted text  
  • Press release following the provisional agreement (08.02.2024)  
  • Steps of the procedure  
  • EP-briefing: Improving the working conditions of platform workers  
  • European Parliament Research Service: At a glance - Digital platform workers: EU rules one step closer  

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