{"id":166306,"date":"2025-11-03T14:34:38","date_gmt":"2025-11-03T07:34:38","guid":{"rendered":"http:\/\/www.thestorythailand.com\/?p=166306"},"modified":"2025-11-03T14:34:40","modified_gmt":"2025-11-03T07:34:40","slug":"acm-sigir-2025","status":"publish","type":"post","link":"https:\/\/www.thestorythailand.com\/en\/acm-sigir-2025\/","title":{"rendered":"SCBX ranks 5th globally at ACM SIGIR 2025"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">SCBX Group announced a major achievement on the global academic stage, with its research team ranking 5th out of 40 teams worldwide and clinching the highest score among all industry participants in the Retrieval-Augmented Generation (RAG) system development competition. The competition was held at ACM SIGIR 2025, the world\u2019s leading conference on Information Retrieval, an event known for fostering innovations like Google\u2019s search engine.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The prestigious competition drew top talent from globally recognized institutions and tech giants, including Carnegie Mellon University, New York University, Seoul National University, Amazon Web Services (AWS), and several leading startups.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">DoTA-RAG: SCBX\u2019s Intelligent Solution for Accurate Data Retrieval<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The core of SCBX\u2019s success was its innovation: DoTA-RAG (Dynamic-of-Thought Aggregation RAG). This next-generation RAG system was developed by AI researchers and engineers from the SCBX R&amp;D and Innovation Lab and SCB 10X to enhance how AI retrieves and uses external information\u2014a critical challenge given the overwhelming volume of online data.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Key Innovation:<\/strong> DoTA-RAG\u2019s unique strength lies in its multi-layered verification process. Instead of instantly using retrieved answers, the system first evaluates and ranks the credibility of multiple data sources. This process, coupled with a new database architecture, significantly boosts search efficiency across massive datasets (over 15 million documents) to deliver faster, more relevant, and trustworthy information.<\/li>\n\n\n\n<li><strong>Competition Challenge:<\/strong> Success was driven by the team&#8217;s unique methodology, as all participants had to work with the same dataset and language models. The SCBX team proved their superior technique by completing the intense system testing phase\u2014answering 500 questions in just two hours\u2014with outstanding accuracy.<\/li>\n\n\n\n<li><strong>Global Recognition:<\/strong> The team\u2019s exceptional performance not only secured the 5th global rank but also earned them both <strong>Oral and Poster Presentation<\/strong> slots at the prestigious A* (A-Star) academic conference.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">From Academic Excellence to Real-World Financial Application<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">SCBX is not stopping at academic success. The group has immediate plans to integrate the DoTA-RAG research into its business operations:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SCB Credit Risk Analysis:<\/strong> The primary application will be developing RAG systems for financial document analysis to accurately assess <strong>SCB Credit Risk<\/strong>, enhancing the group&#8217;s financial stability and decision-making processes.<\/li>\n\n\n\n<li><strong>Future Development:<\/strong> The team, including Saksorn Ruangtanusak, Natthapath Rungseesiripak, Peerawat Rojratchadakorn, Monthol Charattrakool, and Natapong Nitarach, will also leverage selected techniques from their research for upcoming international hackathons.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This achievement solidifies SCBX&#8217;s position as an organization deeply committed to world-class AI research and innovation, successfully bridging cutting-edge academic solutions with practical, high-value applications in the financial industry.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.thestorythailand.com\/en\/22\/10\/2025\/165397\/\">SCBX unveils 4 key strategic trends in AI Outlook Vol.2 2025<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.thestorythailand.com\/en\/30\/10\/2025\/166016\/\">Gartner Identifies Top 10 Strategic Technology Trends for 2026<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>SCBX achieved a top-5 global ranking and the highest score among industry teams at ACM SIGIR 2025 for its DoTA-RAG system 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