What's Behind Text? The Long, Challenging Path Towards a Unified Language-Independent Representation of Meaning
Speaker: Prof Roberto Navigli (Sapienza University of Rome)
| An Institute for Data Science and Artificial Intelligence research event | |
|---|---|
| Date | 14 November 2024 |
| Time | 15:00 to 16:00 |
| Place | Online |
| Provider | Institute for Data Science and Artificial Intelligence |
Event details
Zoom meeting link: https://Universityofexeter.zoom.us/j/93707609239?pwd=ErfOgIy30fwkAH7V5iFFVgA0EC86QU.1(Meeting ID: 937 0760 9239 Password: 259613)
Abstract
In the era of Large Language Models (LLMs), the pursuit of a unified, language-independent representation of meaning remains both essential and complex. This talk revisits the rationale for advancing semantic understanding beyond the capabilities of LLMs and highlights the development of a large-scale multilingual inter-task resource like MOSAICo and the design of innovative methods that bridge word- and sentence-level meanings across languages. I will also explore how building a robust, multilingual framework for interpreting meaning with greater precision and depth enhances the quality and reliability of system outputs, including text generated by LLMs.
Speaker's short bio: is Professor of Natural Language Processing at the Sapienza University of Rome, where he leads the . He has received two ERC grants on lexical and sentence-level multilingual semantics, highlighted among the 15 projects . He received several prizes, including two Artificial Intelligence Journal prominent paper awards and several outstanding/best paper awards from ACL. He is the co-founder of , a successful deep-tech company which enables NLU in dozens of languages. He served as Associate Editor of the Artificial Intelligence Journal (2013-2020) and Program Co-Chair of ACL-IJCNLP 2021. He is a Fellow of ACL, ELLIS and EurAI and currently serves as General Chair of ACL 2025.
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