Kalina Jasinska-Kobus

3 papers · 2020–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

AISTATS (2) COLING (1)

Top co-authors

Ireneusz Gawlik (1) Aleksandra Osowska-Kurczab (1) Riccardo Belluzzo (1) Devanathan Thiruvenkatachari (1) Klaudia Nazarko (1) Jacek Szczerbiński (1) Piotr Iwo Wójcik (1) Robert Mroczkowski (1) Janusz Tracz (1) Krzysztof Dembczynski (1)

Keywords

transformer architecture (1) few-shot learning (1) online learning (1) hierarchical classification (1) similarity learning (1) multi-label classification (1) semantic matching (1) multi-class classification (1) label tree (1) product matching (1)

Papers

AlleNoise - large-scale text classification benchmark dataset with real-world label noise AISTATS 2025

Online probabilistic label trees AISTATS 2021

BERT-based similarity learning for product matching COLING 2020