Helena Balabin

According to our database, Helena Balabin authored at least 7 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Investigating Neural Fit Approaches for Sentence Embedding Model Paradigms.

Helena Balabin, Antonietta Gabriella Liuzzi, Jingyuan Sun, Patrick Dupont, Rik Vandenberghe, Marie-Francine Moens

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

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

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

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

Proceedings of the 13th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, 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

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

How Relevant is Selective Memory Population in Lifelong Language Learning?

Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

2021

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, Martin Hofmann-Apitius

Bioinform., 2021