Search Results for author: Katsiaryna Mirylenka

Found 4 papers, 0 papers with code

Siamese Graph Neural Networks for Data Integration

no code implementations17 Jan 2020 Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Fabio Casati

In this work, we propose a general approach to modeling and integrating entities from structured data, such as relational databases, as well as unstructured sources, such as free text from news articles.

Data Integration

Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification

no code implementations LREC 2022 Lukas Wertz, Katsiaryna Mirylenka, Jonas Kuhn, Jasmina Bogojeska

Large scale, multi-label text datasets with high numbers of different classes are expensive to annotate, even more so if they deal with domain specific language.

Active Learning Extreme Multi-Label Classification +3

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