The COVID-19 Ontology. - Astghik Sargsyan; Alpha Tom Kodamullil; Shounak Baksi; Johannes Darms; Sumit Madan; Stephan Gebel; Oliver Keminer; Geena Mariya Jose; Helena Balabin; Lauren Nicole Delong; Manfred Kohler; Marc Jacobs 001; et al. (Bioinform., 2021)

How Relevant is Selective Memory Population in Lifelong Language Learning? - Vladimir Araujo; Helena Balabin; Julio Hurtado; Alvaro Soto; Marie-Francine Moens (AACL/IJCNLP (2), 2022)

Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications. - Bastiaan Tamm; Helena Balabin; Rik Vandenberghe; Hugo Van hamme (INTERSPEECH, 2022)

ProtSTonKGs: A Sophisticated Transformer Trained on Protein Sequences, Text, and Knowledge Graphs. - Helena Balabin; Charles Tapley Hoyt; Benjamin M. Gyori; John A. Bachman; Alpha Tom Kodamullil; Martin Hofmann-Apitius; Daniel Domingo-Fernández (SWAT4HCLS, 2022)

STonKGs: a sophisticated transformer trained on biomedical text and knowledge graphs. - Helena Balabin; Charles Tapley Hoyt; Colin Birkenbihl; Benjamin M. Gyori; John A. Bachman; Alpha Tom Kodamullil; Paul G. Plöger; Martin Hofmann-Apitius; Daniel Domingo-Fernández (Bioinform., 2022)

Deep Learning-based detection of psychiatric attributes from German mental health records. - Sumit Madan; Fabian Julius Zimmer; Helena Balabin; Sebastian Schaaf; Holger Fröhlich; Juliane Fluck; Irene Neuner; Klaus Mathiak; Martin Hofmann-Apitius; Pegah Sarkheil (Int. J. Medical Informatics, 2022)

Investigating Neural Fit Approaches for Sentence Embedding Model Paradigms. - Helena Balabin; Antonietta Gabriella Liuzzi; Jingyuan Sun; Patrick Dupont; Rik Vandenberghe; Marie-Francine Moens (ECAI, 2023)