Drug-Drug Interaction Classification Using Attention Based Neural Networks. - Dimitrios Zaikis; Ioannis P. Vlahavas (SETN, 2020)

TP-DDI: Transformer-based pipeline for the extraction of Drug-Drug Interactions. - Dimitrios Zaikis; Ioannis P. Vlahavas (Artif. Intell. Medicine, 2021)

Retail Demand Forecasting for 1 Million Products. - Ioannis P. Pierros; Eleftherios Kouloumpris; Dimitrios Zaikis; Ioannis P. Vlahavas (ISDA (1), 2022)

Transforming Drug-Drug Interaction Extraction from Biomedical Literature. - Dimitrios Zaikis; Stylianos Kokkas; Ioannis P. Vlahavas (SETN, 2022)

DACL: A Domain-Adapted Contrastive Learning Approach to Low Resource Language Representations for Document Clustering Tasks. - Dimitrios Zaikis; Stylianos Kokkas; Ioannis P. Vlahavas (EANN, 2023)

End-to-End Aspect Extraction and Aspect-Based Sentiment Analysis Framework for Low-Resource Languages. - Georgios Aivatoglou; Alexia Fytili; Georgios Arampatzis; Dimitrios Zaikis; Nikolaos Stylianou; Ioannis P. Vlahavas (IntelliSys (3), 2023)

Aristoxenus at SemEval-2023 Task 4: A Domain-Adapted Ensemble Approach to the Identification of Human Values behind Arguments. - Dimitrios Zaikis; Stefanos D. Stefanidis; Konstantinos Anagnostopoulos; Ioannis P. Vlahavas (SemEval@ACL, 2023)

From Pre-Training to Meta-Learning: A Journey in Low-Resource-Language Representation Learning. - Dimitrios Zaikis; Ioannis P. Vlahavas (IEEE Access, 2023)

LangMark: A Multilingual Dataset for Automatic Post-Editing. - Diego Velazquez; Mikaela Grace; Konstantinos Karageorgos; Lawrence Carin; Aaron Schliem; Dimitrios Zaikis; Roger Wechsler (ACL (1), 2025)

TransformDDI: The Transformer-Based Joint Multi-Task Model for End-to-End Drug-Drug Interaction Extraction. - Dimitrios Zaikis; Ioannis P. Vlahavas (IEEE J. Biomed. Health Informatics, 2025)

DACL+: domain-adapted contrastive learning for enhanced low-resource language representations in document clustering tasks. - Dimitrios Zaikis; Ioannis P. Vlahavas (Neural Comput. Appl., 2025)