by Bhargav Solanki, Natalia Ostapuk, Ljiljana Dolamic, Alain Mermoud, Philippe Cudré-Mauroux | Jan 19, 2025 | Publications, Scientific Articles
Abstract: Extreme Multi-Label Classification (XMLC) plays a pivotal role in organizing and retrieving information in largescale textual collections, by considering a very high number of potential labels for the documents. In this paper, we conduct an empirical...
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 large set 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 Ciarán Bryce, Daniel Celeny, André Charneca, Tugrul Daim, Marc Greuter, Andrei Kucharavy, Loïc Maréchal, Natalia Ostapuk, Dimitri Percia David, Alon Shahak, Maxime Würsch, Haydar Yalcin | Jun 23, 2023 | Podcasts
About Members of the Swiss Technology Observatory community met in Sachseln (Obwalden) in end of June 2023 and gave presentations on key topics such as scouting and technology and market monitoring. The event brought together many participants from the DDPS,...
