Beomseok Lee

PhD Student

    Short bio

    Beomseok Lee is a PhD student at the University of Trento, conducting research at Fondazione Bruno Kessler and NAVER LABS Europe.

    Before starting his PhD, Beomseok worked as a full-time research engineer at SAMSUNG Research (Samsung Electronics R&D hub) Global AI Center, Seoul where he specialized in End-to-end (E2E) Speech-to-text translation. His current research focuses on E2E Spoken Language Understanding with an emphasis on multi-task, multi-lingual and multi-modal approaches. He holds a Computer Science (CS) Master's degree from Korea Advanced Institute of Science & Technology (KAIST, Korea) and a CS Bachelor's degree from Sungkyunkwan University (SKKU, Korea).

    Research topics

    Spoken Language Understanding, Multi-modality

    Publications

    1. Lee, Beomseok; Gaido, Marco; Calapodescu, Ioan; Besacier, Laurent; Negri, Matteo,
      Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection,
      in «»,
      Proceedings of the 31st International Conference on Computational Linguistics,
      ,
      vol. ,
      n. ,
      2025
      , pp. 6816-
      6826
    2. Lee, Beomseok; Calapodescu, Ioan; Gaido, Marco; Negri, Matteo; Besacier, Laurent,
      Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond,
      in «»,
      Proceedings of Interspeech2024,
      ,
      vol. ,
      n. ,
      2024
      , pp. 817-
      821

    MT Group at FBK Follow

    #MachineTranslation Research Unit @FBK_research. #nlproc #deeplearning #ai

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    Avatar Marco Gaido @mgaido91 ·
    15 Apr

    🚀 New Shared Task: Model Compression for Machine Translation at #WMT2026 (co-located with #EMNLP2026)!
    📅 Test data out on June 18th, submissions by July 2nd!
    Can you shrink an LLM and keep translation quality high? 🧠🔧
    👉 https://www2.statmt.org/wmt26/model-compression.html #NLP #ML #LLM #ModelCompression

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    Avatar MT Group at FBK @fbk_mt ·
    9 Apr

    🎉We’re happy to welcome our new research engineer, Yiu Chung Leung, joining us to work on multimodal LLMs with a focus on speech. Excited for what’s ahead! 🚀

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    Avatar BeatriceSavoldi @beatricesavoldi ·
    7 Apr

    With @MalvinaNissim and @VivianaPatti, we've been teaching ethics in NLP as a hands-on course across Groningen, Pavia & Turin. We wrote up the experience and received the ✨Best Paper Award✨ at #EACL2026's TeachNLP Workshop. Huge thanks to the organizers and all our students!

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