by Natalia Ostapuk, Ljiljana Dolamic, Alain Mermoud, Philippe Cudré-Mauroux | May 31, 2024 | Publications, Scientific Articles
Abstract: Extreme multi-label (XML) classification involves assigning multiple labels to an instance from an extremely largeset of possible labels. Despite its significance, zero-shot learning within the context of XML classification remains relatively understudied....
by Natalia Ostapuk, Julien Audiffren, Ljiljana Dolamic, Alain Mermoud, Philippe Cudré-Mauroux | May 13, 2024 | Podcasts, Publications, Scientific Articles
Abstract: Extreme Multi Label (XML) problems, and in particular XML completion — the task of prediction the missing labels of an entity — have attracted significant attention in the past few years. Most XML completion problems can organically leverage a...
by Ljiljana Dolamic, Julian Jang-Jaccard, Alain Mermoud, Vincent Lenders | Apr 23, 2024 | Publications, Scientific Articles
Abstract: Identifying emerging technologies and forecasting their trends is pivotal for stakeholders and decision-makers across academia, industry, and government agencies. The current strategies employed to track technology trends often rely on proprietary closed...
by Alexander Sternfeld, Andrei Kucharavy, Dimitri Percia David, Julian Jang-Jaccard, Alain Mermoud | Apr 23, 2024 | Publications, Scientific Articles
Abstract: The increase in power and availability of Large Language Models (LLMs) since late 2022 led to increased concerns with their usage to automate academic paper mills. In turn, this poses a threat to bibliometrics-based technology monitoring and forecasting in...
by Tugrul Daim, Haydar Yalcin, Alain Mermoud, Valentin Mulder | Apr 20, 2024 | Publications, Scientific Articles
Abstract: Cyber security is one of the topics that gain importance today. It is necessary to determine the basic components, basic dynamics, and main actors of the Cyber security issue, which is obvious that it will have an impact in many areas from social, social,...
