Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning. - Christos Theodoropoulos 001; James Henderson 001; Andrei Catalin Coman; Marie-Francine Moens (CoNLL, 2021)

Automatic Artifact Removal of Resting-State fMRI with Deep Neural Networks. - Christos Theodoropoulos 001; Christos Chatzichristos; Sabine Van Huffel (EUSIPCO, 2021)

An Information Extraction Study: Take in Mind the Tokenization! - Christos Theodoropoulos 001; Marie-Francine Moens (EUSFLAT/AGOP, 2023)

Representation Learning for Person or Entity-Centric Knowledge Graphs: An Application in Healthcare. - Christos Theodoropoulos 001; Natalia Mulligan; Thaddeus S. Stappenbeck; Joao H. Bettencourt-Silva (K-CAP, 2023)

Representation Learning for Person or Entity-centric Knowledge Graphs: An application in Healthcare. - Christos Theodoropoulos 001; Natasha Mulligan; Thaddeus S. Stappenbeck; Joao H. Bettencourt-Silva (CoRR, 2023)

GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction. - Andrei C. Coman; Christos Theodoropoulos 001; Marie-Francine Moens; James Henderson 001 (CoRR, 2023)

Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies. - Christos Theodoropoulos 001; Joao H. Bettencourt-Silva (MIE, 2024)

Enhancing Biomedical Knowledge Discovery for Diseases: An Open-Source Framework Applied on Rett Syndrome and Alzheimer's Disease. - Christos Theodoropoulos 001; Andrei Catalin Coman; James Henderson 001; Marie-Francine Moens (IEEE Access, 2024)

Enhancing Biomedical Knowledge Discovery for Diseases: An End-To-End Open-Source Framework. - Christos Theodoropoulos 001; Andrei Catalin Coman; James Henderson 001; Marie-Francine Moens (CoRR, 2024)

Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies. - Christos Theodoropoulos 001; Natasha Mulligan; Joao H. Bettencourt-Silva (CoRR, 2024)

Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors. - Andrei Catalin Coman; Christos Theodoropoulos 001; Marie-Francine Moens; James Henderson 001 (ACL (Findings), 2025)

Reduction of Supervision for Biomedical Knowledge Discovery. - Christos Theodoropoulos 001; Andrei Catalin Coman; James Henderson 001; Marie-Francine Moens (CoRR, 2025)