The role of AI in English assessment

Jennifer Manning
A woman holding a tablet stood in a server room

Digital assessment is becoming more and more widespread in recent years. But what’s the role of digital assessment in teaching today? We’d like to give you some insight into digital assessment and automated scoring.

Just a few years ago, there may have been doubts about the role of AI in English assessment and the ability of a computer to score language tests accurately. But today, thousands of teachers worldwide use automated language tests to assess their students’ language proficiency.

For example, ÃÛÌÒapp’s suite of Versant tests have been delivering automated language assessments for nearly 25 years. And since its launch in 1996, over 350 million tests have been scored. The same technology is used in ÃÛÌÒapp’s Benchmark and Level tests.

So what makes automated scoring systems so reliable?

Huge data sets of exam answers and results are used to train artificial intelligence machine learning technology to score English tests the same way that human markers do. This way, we’re not replacing human judgment; we’re just teaching computers to replicate it.

Of course, computers are much more efficient than humans. They don’t mind monotonous work and don’t make mistakes (the standard marking error of an AI-scored test is lower than that of a human-scored test). So we can get unbiased, accurate, and consistent scores.

The top benefits of automated scoring are speed, reliability, flexibility, and free from bias.

Speed

The main advantage computers have over humans is that they can quickly process complex information. Digital assessments can often provide an instant score turnaround. We can get accurate, reliable results within minutes. And that’s not just for multiple-choice answers but complex responses, too.

The benefit for teachers and institutions is that they can have hundreds, thousands, or tens of thousands of learners taking a test simultaneously and instantly receive a score.

The sooner you have scores, the sooner you can make decisions about placement and students’ language level or benchmark a learner’s strengths and weaknesses and make adjustments to learning that drive improvement and progress.

Flexibility

The next biggest benefit of digital assessment is flexible delivery models. This has become increasingly more important since online learning has become more prominent.

Accessibility became key: how can your institution provide access to assessment for your learners, if you can’t deliver tests on school premises?

The answer is digital assessment.

For example, Versant, our web-based test can be delivered online or offline, on-site or off-site. All test-takers need is a computer and a headset with a microphone. They can take the test anywhere, any time of day, any day of the week, making it very flexible to fit into someone's schedule or situation.Ìý

Free from bias

Impartiality is another important benefit of AI-based scoring. The AI engine used to score digital proficiency tests is completely free from bias. It doesn’t get tired, and it doesn’t have good and bad days like human markers do. And it doesn’t have a personality.

While some human markers are more generous and others are more strict, AI is always equally fair. Thanks to this, automated scoring provides consistent, standardized scores, no matter who’s taking the test.

If you’re testing students from around the world, with different backgrounds, they will be scored solely on their level of English, in a perfectly objective way.

Additional benefits of automated scoring are security and cost.

Security

Digital assessments are more difficult to monitor than in-person tests, so security is a valid concern. One way to deal with this is remote monitoring.

Remote proctoring adds an extra layer of security, so test administrators can be confident that learners taking the test from home don’t cheat.

For example, our software captures a video of test takers, and the AI detection system automatically flags suspicious test-taker behavior. Test administrators can access the video anytime for audits and reviews, and easily find suspicious segments highlighted by our AI.

Here are a few examples of suspicious behavior that our system might flag:

Image monitoring:

  • A different face or multiple faces appearing in the frame
  • Camera blocked

Browser monitoring:

  • Navigating away from the test window or changing tabs multiple times

Video monitoring:

  • Test taker moving out of camera view
  • More than one person in the camera view
  • Looking away from the camera multiple times

Cost

Last but not least, the cost of automated English certifications are a benefit. Indeed, automated scoring can be a more cost-effective way of monitoring tests, primarily because it saves time and resources.

ÃÛÌÒapp English proficiency assessments are highly scalable and don’t require extra time from human scorers, no matter how many test-takers you have.

Plus, there’s no need to spend time and money on training markers or purchasing equipment.

AI is helping to lead the way with efficient, accessible, fair and cost-effective English test marking/management. Given time it should develop even further, becoming even more advanced and being of even more help within the world of English language learning and assessments.Ìý

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  • A teacher sat with a student at his desk, the student is writing and the teacher is looking at him doing this smiling.

    7 ways to individualize your teaching

    By Andrew Walkley
    Reading time: 4 minutes

    There's no denying that tailoring your teaching to individual students is an effective strategy. However, many teachers struggle with finding the time to include teaching moments which address an individual learner's specific needs. So, what's the best way to create an individualized classroom? Andrew Walkley, co-author of Roadmap, explains the benefits of this approach and shares some techniques to ensure that every student gets the most out of your lessons.Ìý

    The best of both worlds?

    First of all, what does individualized teaching mean? It's the concept that students will learn most effectively when the activity is specific to their needs and the language they are using is appropriate for their level. This concept is sometimes seen in opposition to coursebooks and class-based learning, where students are all expected to follow the same syllabus. However, class syllabuses and coursebooks have the following benefits:

    • Providing students with common goalsÌý
    • Encouraging learners to follow an unfamiliar topic that then opens new doors of learning
    • The learning opportunities in peer-to-peer explanationÌý

    When we talk about individualized teaching in the classroom, we want to exploit the benefits of learning together while also providing opportunities for more individualized development. So, how can you, as a teacher, combine the two approaches?

    1. Involve students in choosing your route

    All classroom groups are different and made up of people from different age groups with distinct needs and interests. Roadmap can help in two ways:

    1. There is a fast and slow track. The fast track focuses on language input and speaking. The slow track has additional skills lessons at the back of the book that are thematically linked to the corresponding fast track lesson.Ìý
    2. Each lesson has a clear goal and final task. For shorter courses, get each student to choose three tasks they would definitely like to do. Based on the results, you can prioritize those lessons.

    At the start of the course, make a point of asking about students' learning priorities and then plan accordingly. Once you've completed an input and speaking lesson, you can ask the students if they want to further explore the topic through the skills lesson.

    2. Make use of tasks

    Open tasks, where students exchange their own ideas in a meaningful way, are a key part of individualized lessons. In essence, they are self-differentiating because each student will attempt to complete the task using whatever language they are able to use. In Roadmap, each of the main lessons ends with a clear task connected to a Global Scale of English (GSE) can-do statement. However, there are also lots of other speaking opportunities without a 'speaking' label (under vocabulary or reading, etc.), as well as the conversation that typically occurs in any lesson, all of which can be treated as open tasks.

    3. Give individualized feedback and then share it

    In a group setting, it's impossible to give individual feedback on every single task. However, you can give individual attention to different people throughout the lesson. Make yourself available to give students the language they need as it arises during an activity. Then, when they've completed the task, write some of these examples on the board, but leave a gap for the keywords. Elicit these keywords from other members of the class. If they can't get it, ask the student(s) you helped to explain the missing language. You might then repeat the task, but this time, pay attention to a new group.Ìý

    4. Check what vocabulary students know

    All coursebook writers and teachers make choices about what vocabulary to introduce to students. In the case of Roadmap we are guided by the GSE and teachers might like to experiment themselves using the GSE Teacher Toolkit. However, all students will have their own lexicons. You can individualize learning better by asking students to rate the words you aim to cover in a unit according to whether they know them or not. For example, 1 = it's completely new, 2 = the meaning is familiar but I don't use it, 3 = this is part of my productive vocabulary.Ìý

    5. Get students to create their own word lists and cards

    This knowledge will enable you to encourage students to focus on their individual vocabulary needs. They can reinforce learning by developing a word list or making flashcards using a web tool such as Quizlet. For new words they may have a word/collocation with an L1 translation.

    With familiar vocabulary, they could have cards with a keyword on one side and varied collocations or common examples on the other (also in English). It's worth setting aside some time in class to do this at the start of a course. If your students are engaged and motivated, it can become a regular discipline for learning new vocabulary.Ìý

    6. Ask more open questions about usage, not just meaning

    When we do vocabulary tasks from the course material in class, we can use open questions to individualize learning with the following two techniques. Firstly, as you go through the answers, rather than going in order 1 to 8, you can nominate people to give the answer that they're most unsure of and want to check. Secondly, we can ask the rest of the class open questions which focus on how words are used. For example, take these questions from different vocabulary exercises in Roadmap B1+:

    • What (other) things might you spill?
    • Why might a character in a series be killed off?
    • What (else) can you describe as reliable?
    • What can someone do to stay calm?Ìý

    You could also ask questions such as, "What's the opposite of staying calm?" or "What might you say if you spilled something?"

    When you ask these questions, you are checking meaning, but more importantly, you are also pushing students to reveal how well they know a word. Do they know the collocations of spill and reliable? Do they have the other language they might need to talk about the aspects of a TV series or help someone who is in a panic? You can then encourage students to choose how much of this potentially new language they want to add to their word lists.

    7. Provide open homework tasks and make time to share the results

    Homework is another opportunity to individualize learning. Give students a wide choice of tasks based on the material of the course or beyond, for example:

    • Choose any number of exercises they want to do from workbook materialÌý
    • Find and read one article they are interested in (in L1 or L2)
    • Write five things they want to learn how to say in English (perhaps using Google Translate)
    • Write up an interesting conversation they had in English (the conversation could be originally in L1 or L2)

    Whatever task they choose, the key is to dedicate some classroom time to discussing which homework task they did and why. Encourage them to explain their answers and what they learned through the task, and whether or not they would choose to do a similar task again.ÌýÌý

    For a more detailed introduction on how you can individualize your teaching, check out Andrew's webinar:Ìý