{"id":99966,"date":"2025-03-17T17:47:59","date_gmt":"2025-03-17T21:47:59","guid":{"rendered":"https:\/\/brocku.ca\/brock-news\/?p=99966"},"modified":"2025-06-12T10:37:25","modified_gmt":"2025-06-12T14:37:25","slug":"mentorship-peer-support-boost-computer-science-students-research-success","status":"publish","type":"post","link":"https:\/\/brocku.ca\/brock-news\/2025\/03\/mentorship-peer-support-boost-computer-science-students-research-success\/","title":{"rendered":"Mentorship, peer support boost Computer Science students\u2019 research success"},"content":{"rendered":"<p>Fourth-year Computer Science student Tyler McDonald was packing his bags for an international conference in Abu Dhabi, United Arab Emirates, when he got some exciting news.<\/p>\n<p>The <a href=\"https:\/\/arxiv.org\/abs\/2412.01621\" target=\"_blank\" rel=\"noopener\">research paper<\/a> he co-wrote with Angel Loredo Lopez, an undergraduate student from Mexico who had been at Brock on a scholarship program, had won the Best Dataset Paper prize from the 2025 International Conference on Computational Linguistics (COLING).<\/p>\n<p>Assistant Professor of Computer Science Ali Emami says these international conferences accept only about 20 per cent of the thousands of submissions, which typically originate from leading institutions worldwide.<\/p>\n<p>&#8220;As undergraduates, we developed research that received recognition on an international stage,&#8221; says McDonald. &#8220;This achievement wouldn&#8217;t have been possible without the exceptional support from the Department of Computer Science.&#8221;<\/p>\n<p>Emami and his colleagues actively seek to give graduate and undergraduate students opportunities to engage in cutting-edge research.<\/p>\n<p>\u201cThroughout the process, I stay attuned to their emotions and challenges, and when the work succeeds, I help them recognize it was really their capability driving it forward all along,\u201d he says. \u201cThe most rewarding part is watching students gain confidence with each project, gradually taking more ownership and initiative as they discover their own potential.&#8221;<\/p>\n<p>It was through a collaborative research opportunity that then-undergraduate student Robert Morabito (BSc \u201924) connected with McDonald and fourth-year Computer Science student Sangmitra Madhusudan.<\/p>\n<p>The trio earned the <a href=\"https:\/\/2024.emnlp.org\/program\/best_papers\/\" target=\"_blank\" rel=\"noopener\">Social Impact Paper Award<\/a> at the <a href=\"https:\/\/2024.emnlp.org\/\" target=\"_blank\" rel=\"noopener\">2024 Conference on Empirical Methods in Natural Language Processing<\/a>. Among the more than 6,000 submissions, only Brock\u2019s paper and two others received this distinction.<\/p>\n<p>The team\u2019s research, <a href=\"https:\/\/arxiv.org\/abs\/2409.13843\" target=\"_blank\" rel=\"noopener\">\u201cSTOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions,\u201d<\/a> developed methodology for evaluating how large language models such as GPT-4, Mixtral and Llama 3 detect biases underlying racist and offensive content.<\/p>\n<p>Their findings revealed that models detect biases inconsistently and demonstrated how their framework can help create fairer language models by identifying and mitigating these biases.<\/p>\n<p>Morabito initially started the research on his own but faced significant challenges. Rather than giving up, he sought out Madhusudan for her expertise in fine-tuning language models and McDonald for his writing proficiency.<\/p>\n<p>\u201cDr. Emami encouraged me to provide feedback on Sangmitra\u2019s projects, while Sangmitra shared her expertise in fine-tuning methodologies,\u201d says Morabito. \u201cThere\u2019s a genuine culture of mentorship, with professors and undergraduates learning from each other.\u201d<\/p>\n<p>Madhusudan says Emami\u2019s passion is evident in the feedback he provides.<\/p>\n<p>\u201cHe consistently encourages us when we encounter obstacles and supports our learning through trial and error,\u201d she says.<\/p>\n<p>Computer Sciences Department Chair Beatrice Ombuki-Berman says the award-winning achievements reflect the department\u2019s commitment to involving students at all levels in meaningful research.<\/p>\n<p>\u201cBy pairing faculty expertise with student creativity, we&#8217;re building a collaborative community where students don&#8217;t just study computer science\u2014they actively advance it,\u201d she says.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Fourth-year Computer Science student Tyler McDonald was packing his bags for an international conference in Abu Dhabi, United Arab Emirates, when he got some exciting news.<\/p>\n","protected":false},"author":20,"featured_media":99967,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[119,188,55,41,1,5],"tags":[12156,14327,9065,4382,14334,14330,567,348,14331,14333,14332,14329,1095,3325,13071,13005,14328,771,838,14326],"_links":{"self":[{"href":"https:\/\/brocku.ca\/brock-news\/wp-json\/wp\/v2\/posts\/99966"}],"collection":[{"href":"https:\/\/brocku.ca\/brock-news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/brocku.ca\/brock-news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/brocku.ca\/brock-news\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/brocku.ca\/brock-news\/wp-json\/wp\/v2\/comments?post=99966"}],"version-history":[{"count":4,"href":"https:\/\/brocku.ca\/brock-news\/wp-json\/wp\/v2\/posts\/99966\/revisions"}],"predecessor-version":[{"id":102396,"href":"https:\/\/brocku.ca\/brock-news\/wp-json\/wp\/v2\/posts\/99966\/revisions\/102396"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/brocku.ca\/brock-news\/wp-json\/wp\/v2\/media\/99967"}],"wp:attachment":[{"href":"https:\/\/brocku.ca\/brock-news\/wp-json\/wp\/v2\/media?parent=99966"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/brocku.ca\/brock-news\/wp-json\/wp\/v2\/categories?post=99966"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/brocku.ca\/brock-news\/wp-json\/wp\/v2\/tags?post=99966"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}