Kalina Jasinska-Kobus

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

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)

Research topics

Machine Learning (3) Core Methods (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Applications (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

transformer architecture (1) few-shot learning (1) online learning (1) text classification (1) hierarchical classification (1) similarity learning (1) noisy label learning (1) multi-label classification (1) semantic matching (1) multi-class classification (1) hierarchical taxonomy (1) label tree (1) benchmark dataset (1) instance-dependent noise (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