Helena Balabin

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Quality Assessment

Language Learners

Feature Extractors

Protein Sequences

Top Venues

Int. J. Medical Informatics

Publications

Helena Balabin, Antonietta Gabriella Liuzzi, Jingyuan Sun, Patrick Dupont, Rik Vandenberghe, Marie-Francine Moens
Investigating Neural Fit Approaches for Sentence Embedding Model Paradigms. ECAI (2023)
Bastiaan Tamm, Helena Balabin, Rik Vandenberghe, Hugo Van hamme
Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications. INTERSPEECH (2022)
Bastiaan Tamm, Helena Balabin, Rik Vandenberghe, Hugo Van hamme
Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications. CoRR (2022)
Helena Balabin, Charles Tapley Hoyt, Benjamin M. Gyori, John A. Bachman, Alpha Tom Kodamullil, Martin Hofmann-Apitius, Daniel Domingo-Fernández
ProtSTonKGs: A Sophisticated Transformer Trained on Protein Sequences, Text, and Knowledge Graphs. SWAT4HCLS (2022)
Sumit Madan, Fabian Julius Zimmer, Helena Balabin, Sebastian Schaaf, Holger Fröhlich, Juliane Fluck, Irene Neuner, Klaus Mathiak, Martin Hofmann-Apitius, Pegah Sarkheil
Deep Learning-based detection of psychiatric attributes from German mental health records. Int. J. Medical Informatics 161 (2022)
Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
How Relevant is Selective Memory Population in Lifelong Language Learning? AACL/IJCNLP (2) (2022)
Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
How Relevant is Selective Memory Population in Lifelong Language Learning? CoRR (2022)
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
STonKGs: a sophisticated transformer trained on biomedical text and knowledge graphs. Bioinform. 38 (6) (2022)
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
The COVID-19 Ontology. Bioinform. 36 (24) (2021)