{"id":158353,"date":"2025-07-18T14:23:52","date_gmt":"2025-07-18T07:23:52","guid":{"rendered":"http:\/\/www.thestorythailand.com\/?p=158353"},"modified":"2025-07-18T14:23:53","modified_gmt":"2025-07-18T07:23:53","slug":"scb-10x-typhoon","status":"publish","type":"post","link":"https:\/\/www.thestorythailand.com\/en\/scb-10x-typhoon\/","title":{"rendered":"SCB 10X’s Typhoon team achieves global AI research recognition"},"content":{"rendered":"\n

SCBX Group firmly committed to advancing Thai research onto the world stage by aiming for publishing\u00a0\u201cA-Star (A*) Research\u201d\u00a0at top tier conferences as ranked by the Computing Research and Education Association of Australasia (CORE). This goal is a key mechanism for boosting Thai researchers\u2019 capabilities and broaden their international influence.<\/p>\n\n\n\n

Recently, the\u00a0Typhoon\u00a0research team of\u00a0SCB 10X, the disruptive technology investment arm within SCBX Group, achieved a major milestone with the acceptance of\u00a0five co-authored artificial-intelligence papers\u00a0to the\u00a0Association for Computational Linguistics (ACL) 2025, one of the world\u2019s most prestigious conferences in natural-language processing and computational linguistics. This success stems from collaboration with\u00a0four leading institutions: VISTEC, Stanford University, the University of Cambridge, and the SEACrowd research community, comprising\u00a0three papers in the Main Conference, one in Findings, and one in the LLM Security Workshop.<\/p>\n\n\n\n

Kaweewut Temphuwapat<\/strong>, Chief Executive Officer of SCB 10X,\u00a0said, \u201cWe are deeply honored that all five of Typhoon\u2019s co-authored papers have been accepted to ACL 2025, one of the world\u2019s most prestigious conferences in natural language processing (NLP), with a rigorous peer-review process and high international recognition.\u201d<\/p>\n\n\n\n

Five Typhoon co-authored papers at ACL 2025<\/h4>\n\n\n\n

Main Conference (3 papers):<\/strong><\/p>\n\n\n\n

    \n
  1. Skill Aggregation: Reference-free LLM-Dependent Aggregation<\/strong><\/li>\n<\/ol>\n\n\n\n

    In collaboration with the University of Cambridge and Stanford University\u00a0\u2013 Aggregates outputs from multiple LLMs without ground-truth labels (reference-free) by learning to combine estimates from LLM judges, improving decision quality-making and surpassing traditional evaluation approaches.<\/p>\n\n\n\n

      \n
    1. Mind the Gap! Static and Interactive Evaluations of Large Audio Models<\/strong><\/li>\n<\/ol>\n\n\n\n

      In collaboration with Stanford University<\/em> \u2013 Provides static and interactive frameworks for evaluating Large Audio Models (LAMs) on user preferences and query comprehension through interaction with users.<\/p>\n\n\n\n

        \n
      1. Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia<\/strong><\/li>\n<\/ol>\n\n\n\n

        In collaboration with SEACrowd<\/em> \u2013 Introduces SEA-VL<\/strong>, a high-quality vision-language dataset containing 1.28 million Southeast Asia culturally relevant images.<\/p>\n\n\n\n

        Findings (1 paper):<\/strong><\/p>\n\n\n\n

          \n
        1. Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments<\/strong><\/li>\n<\/ol>\n\n\n\n

          In collaboration with VISTEC<\/em> \u2013 Examines AI reasoning in multilingual settings using the Program-of-Thought technique, which separates reasoning steps from computation for higher accuracy.<\/p>\n\n\n\n

          LLM Security Workshop (1 paper):<\/strong><\/p>\n\n\n\n

            \n
          1. Shortcut Learning in Safety: The Impact of Keyword Bias in Safeguards<\/strong><\/li>\n<\/ol>\n\n\n\n

            In collaboration with VISTEC<\/em> \u2013 Investigates how keyword bias in safeguard models can influence an accuracy of prompt classification, revealing risks of shortcut learning in LLM safety models.<\/p>\n\n\n\n

            \u201cSCB 10X is one of Thailand\u2019s leading organizations pursuing A*-quality research, with 11 AI papers<\/strong> accepted and published at top-tier international conferences such as ACL, EMNLP<\/strong> (Empirical Methods in Natural Language Processing), ICLR<\/strong> (International Conference on Learning Representations), and Interspeech<\/strong>. Research insights from these papers are the foundation for SCB 10X\u2019s AI models\u2014Typhoon T1, Typhoon2 R1, and Typhoon2 Audio. <\/strong>In addition, SCB 10X has published several technical reports on approaches behind our models on OpenTyphoon.ai<\/strong><\/a>, enabling researchers worldwide to access and build upon this knowledge freely. Although each paper has its specific focus, they all share a common goal: developing AI that is context-aware, inclusive, and pragmatic. We thank our collaborators, co-authors, and reviewers for making this possible,\u201d Kaweewut <\/strong>added.<\/p>\n\n\n\n

            Although Thailand does not yet have an official national ranking for A* conference participation, signs of growth are emerging, with organizations such as SCBX Group, VISTEC, and Chulalongkorn University<\/strong> actively laying the groundwork for Thai researchers to gain global visibility and enhance the nation\u2019s reputation through world-class research.<\/p>\n\n\n\n

            \u201cSCBX Group has a clear goal of connecting Thailand\u2019s research ecosystem to the world through open research, public-private collaboration, and ongoing effort for A* publications,\u201d Kaweewut <\/strong>concluded. \u201cOur ACL 2025 success showcases Thailand\u2019s research potential on the global stage and an important step toward positioning the country as Southeast Asia\u2019s AI research hub.\u201d<\/p>\n\n\n\n

            SCB 10X partners AI Singapore for Pan-Southeast Asia AI Developer Challenge 2025<\/a><\/p>\n\n\n\n

            TPI Polene Power has been listed in the ESG100 securities list for the 6thyear<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

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