AI assisted marking, with a human in the loop

Score essays, short answers and open ended responses against your own rubrics, draft feedback for every candidate, and keep the final decision with your markers.

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AI assisted marking, with a human in the loop in the BetterExaminations platform

Marking open ended answers, consistently and at scale

Open ended questions take the longest to mark and are the hardest to keep consistent across a team of markers. BetterExaminations AI assisted marking scores each response against the rubric your examiners already use, drafts feedback aligned to that rubric, and passes both to a marker to confirm. It works out of the box, with no model to train on your own questions.

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How AI assisted marking works in BetterExaminations

From the rubric to the released result, AI speeds up the marking and your examiners stay accountable for every grade.

BetterExaminations rubric settings with holistic, analytic, key point, categorised and x from y options, and AI marking switched on

Holistic and analytic rubrics

Score a whole response, or each trait separately, using the rubric your examiners already apply.

Key point and categorised rubrics

Award marks for the key points a strong answer should cover, by category, or "x from y".

Essays, short answers and more

Mark essays, short responses and other open ended answers in the same workflow as the rest of the exam.

BetterExaminations marking queue showing each AI suggested mark next to the marker's decision

Review every score

Markers see each AI score next to the candidate's response.

Confirm or override

Accept the AI score, change it, or mark the response yourself.

Add your own comments

Add a personal comment to the feedback any candidate receives.

BetterExaminations draft feedback for each rubric trait, ready for the marker to edit before release

Aligned to the rubric

Feedback is drafted against each rubric trait, such as ideas and elaboration, structure or mechanics.

Specific to each answer

Every candidate gets comments on their own response, not a generic paragraph.

Ready to review

The feedback reaches the marker with the score, so it can be edited before it goes out.

BetterExaminations list of responses flagged for staff review

Flags inappropriate content

Responses containing inappropriate content or harassment are flagged for staff to review.

Spots signs of distress

Responses that suggest a candidate may need support are highlighted to a member of staff.

People decide what happens next

Every flag goes to a person for review.

BetterExaminations AI assisted marking validation: Quadratic Weighted Kappa of 0.91 and correlation of 0.93 against expert markers

Agreement with expert markers

Quadratic Weighted Kappa of up to 0.91, with an overall correlation of around 0.93.

Tested at scale

Validated against tens of thousands of responses marked by examiners.

Primary school to university

Validated from Year 4 (US grade 3) to university level.

See it in action

We’d be delighted to demo the platform, focusing on your specific needs to show you how BetterExaminations can transform your organization.

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Built into the way you already mark

AI assisted marking is part of the BetterExaminations marking workflow, not a separate tool.

One marking workflow

AI scoring sits in the same place as auto scoring, rubrics and moderation.

No model training

Start using AI assisted marking without training a model on your question bank.

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Markers have the final say

Markers can review, confirm or override every AI score before results go to candidates.

We integrate with your platform for a seamless assessment experience

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