{"id":64753,"date":"2026-06-29T19:30:46","date_gmt":"2026-06-29T11:30:46","guid":{"rendered":"https:\/\/sgbuzz.com\/?p=64753"},"modified":"2026-06-29T19:30:46","modified_gmt":"2026-06-29T11:30:46","slug":"nus-students-create-ai-marking-tool-for-teachers","status":"publish","type":"post","link":"https:\/\/sgbuzz.com\/?p=64753","title":{"rendered":"NUS students create AI marking tool for teachers"},"content":{"rendered":"<p><br \/>\n<\/p>\n<div>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">SINGAPORE \u2013 <!-- -->When senior lecturer Lee Boon Kee first assigned written work to 490 National University of Singapore (NUS) computing students, marking the papers took six weeks.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Last semester, the same task took a fraction of the time \u2013 five minutes for a first pass.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">The difference was Ren, an AI-assisted marking tool that generated draft grades and feedback for review by teachers.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">But for Lee, who teaches a compulsory Digital and AI Ethics module for all NUS freshmen, the biggest benefit was not speed but the quality of marking.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">The tool can systematically check whether students applied several ethical frameworks and give detailed feedback, said Lee, adding that grading has become consistent.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Ren was developed by three 23-year-olds from NUS \u2013 Wong Eu En, Justin Cheah and Natasha Koh \u2013 who founded education technology start-up Ren Education.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Wong is a Year 2 computer science student and Cheah is a Year 4 computer science and business student, while Koh just graduated with a degree in information systems.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Ren allows students to submit handwritten or typed assignments. Drawing on marking<!-- --> <!-- -->rubrics, syllabus materials and learning outcomes uploaded by teachers, the artificial intelligence generates a first-pass grade and detailed <!-- -->feedback<!-- -->.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Teachers<!-- --> <!-- -->then review, edit and approve every grade and comment before they are released to <!-- -->students.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Ren is now being piloted in 11 institutions in Singapore \u2013 including the School of Science and Technology and NUS. It is preparing for its first full schoolwide roll-out at St Andrew\u2019s Junior College in July.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">The tool is among a growing number of AI applications finding their way into classrooms.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">The Ministry of Education also has AI-powered tools on its Student Learning Space platform, including Markly, which helps teachers provide feedback, along with another tool called Authoring Copilot that generates lesson ideas and activities, and feedback assistants that give students immediate feedback.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Ren is currently working with 40 to 50 educators at the 11 partner institutions. By July, the team expects to serve about 5,600 students, Wong said.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Schools<!-- --> <!-- -->subscribe to the service through customised annual <!-- -->plans.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Most recently, the company partnered with Malay\/Muslim self-help group Mendaki to offer free academic support for A-level students.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Since May 30, Mendaki, together with Ren, has been running tutoring sessions for these students in subjects like literature, history, chemistry and economics. <!-- -->About 600 students are expected to benefit.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">For lecturer Lee, consistency had long been one of the biggest challenges in grading.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">With one teaching assistant for every 20 to 30 students, different markers often gave different grades for similar answers.<\/p>\n<p><iframe class=\"responsive-iframe-base none\" title=\"dynamic_iframe_wrapper\" scrolling=\"no\" src=\"https:\/\/datawrapper.dwcdn.net\/qZlVW\/6\/\" allowfullscreen=\"\" allow=\"accelerometer;undefinedclipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share;\" loading=\"lazy\" data-testid=\"responsiveIframe\"><\/iframe><\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Ren helped create a common starting <!-- -->point, after which t<!-- -->eaching assistants would review the recommendations, adjust their assessments and make final decisions.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">This includes changing the tone of the feedback, expanding on explanations or correcting areas where the AI had missed nuances in a student\u2019s response.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">This also frees teachers to focus on students who need the most h<!-- -->elp,<!-- --> Lee said.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">That balance between automation and human judgment is central to Ren\u2019s design, said <!-- -->Wong.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">\u201cA lot of tools today adopt what we call a centurion approach \u2013 the human is at the top, but the AI does all the labour,\u201d said Wong, but Ren is different.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">The system learns from each teacher\u2019s changes and preferences over time, from their marking style and preferred phrasing to the types of questions they ask and even whether they capitalise certain words.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">By the second or third assignment, teachers typically accept 80 per cent to 90 per cent of the AI-generated comments without modification, Wong said.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">After marking, Ren generates reports for each student, assignment and the entire class. It highlights strengths and weaknesses by topic and question type, allowing teachers to track progress.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">For Chen Ziling, a second-year junior college student, the tool has changed how she practises writing for General Paper (GP). She encountered the tool during GP tuition with <!-- -->Wong, one of the co-founders of Ren<!-- -->.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">Instead of writing full essays, the 18-year-old drafts individual paragraphs on the platform, receives feedback and revises them <!-- -->accordingly<!-- -->.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">\u201cQuick feedback helps me (learn more) effectively as I can still recall my logic when I\u2019m writing,\u201d she said.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">The tool provides line-by-line suggestions and examples of how she can better express her ideas \u2013 feedback<!-- --> <!-- -->that sometimes her teachers, having to manage dozens of students, cannot always provide for every draft.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">In one instance, Ren flagged a conceptual confusion Chen had between human rights and civil liberties, a distinction she had not known she was struggling with.<\/p>\n<p class=\"font-body-baseline-regular text-primary\" data-testid=\"article-paragraph-annotation-test-id\">\u201cPersonalised feedback is very important to me as a student,\u201d she said.<\/p>\n<\/div>\n<p><br \/>\n<center><br \/>\n<br \/><a href=\"https:\/\/www.straitstimes.com\/singapore\/parenting-education\/how-three-nus-students-built-an-ai-tool-to-tackle-teachers-marking-load-give-quality-feedback\" target=\"_blank\" rel=\"noopener\">Read Full Article At Source <\/a><br \/>\n<center\/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>SINGAPORE \u2013 When senior lecturer Lee Boon Kee first assigned written work to 490 National University of Singapore (NUS) computing students, marking the papers took&#8230;<\/p>\n","protected":false},"author":1,"featured_media":64754,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[2611],"tags":[],"class_list":["post-64753","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-buzz-headlines","wpcat-2611-id"],"_links":{"self":[{"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/posts\/64753","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=64753"}],"version-history":[{"count":0,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/posts\/64753\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/media\/64754"}],"wp:attachment":[{"href":"https:\/\/sgbuzz.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=64753"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=64753"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=64753"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}