School of Informatics AUTh
Dimitrios Zaikis, Stefanos D. Stefanidis, Konstantinos Anagnostopoulos, and Ioannis Vlahavas. “Aristoxenus at SemEval-2023 Task 4: A Domain-Adapted Ensemble Approach to the Identification of Human Values behind Arguments.” In: Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023). Toronto, Canada: Association for Computational Linguistics, 2023, pp. 1037–1043. doi: 10.18653/v1/2023.semeval-1.142. url: https://aclanthology.org/2023.semeval-1.142
Dimitrios Zaikis, Stylianos Kokkas, and Ioannis Vlahavas. “DACL: A Domain-Adapted Contrastive Learning Approach to Low Resource Language Representations for Document Clustering Tasks.” In: Engineering Applications of Neural Networks. Ed. by Lazaros Iliadis, Ilias Maglogiannis, Serafin Alonso, Chrisina Jayne, and Elias Pimenidis. Vol. 1826. Series Title: Communications in Computer and Information Science. Cham: Springer Nature Switzerland, 2023, pp. 585–598. isbn: 978-3-031-34203-5 978-3-031-34204-2. doi: 10.1007/978-3-031-34204-2_47. url: https://link.springer.com/10.1007/978-3-031-34204-2_47.
Georgios Aivatoglou, Alexia Fytili, Georgios Arampatzis, Dimitrios Zaikis, Stylianou Nikolaos, and Ioannis Vlahavas. “End-to-end Aspect Extraction and Aspect-Based Sentiment Analysis Framework for Low-Resource Languages.” In: Intelligent Systems Conference (IntelliSys) 2023. Series Title: Lecture Notes in Networks and Systems. Springer Nature Switzerland, 2023.
Dimitrios Zaikis and Ioannis Vlahavas. “From Pre-Training to Meta-Learning: A Journey in Low-Resource-Language Representation Learning.” In: IEEE Access 11 (Oct. 2023). IF: 3.9, pp. 115951–115967. doi: 10.1109/ACCESS.2023.3326337. url: https://ieeexplore.ieee.org/document/10288436.
Dimitrios Zaikis, Nikolaos Stylianou, and Ioannis Vlahavas. “PIMA: Parameter-Shared Intelligent Media Analytics Framework for Low Resource Languages.” In: Applied Sciences 13.5 (Mar. 2023). IF: 2.7, p. 3265. issn: 2076-3417. doi: 10.3390/app13053265. url: https://www.mdpi.com/2076-3417/13/5/3265.
Stavros Mischos, Nikolaos Virtsionis Gkalinikis, Aikaterini Manolopoulou, Eleana Dalagdi, Dimitrios Zaikis, Aristotelis Lazaridis, Danai Vlachava, Kostantinos Lagouvardos, Dimitrios Vrakas, Household electricity consumption in Greece: A dataset based on socio-economic features, Data in Brief, Volume 48, 2023, 109232, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2023.109232.
I. Pierros, E. Kouloumpris, D. Zaikis, I. Vlahavas. “Retail Demand Forecasting for 1 Million Products”, in Proceedings of the Intelligent Systems Design and Applications (ISDA 2023), Lecture Notes in Networks and Systems, vol 646, pp. 467–79, 2023. https://doi.org/10.1007/978-3-031-27440-4_45.
D. Zaikis, C. Karalka, I. Vlahavas, "A Message Passing Approach to Biomedical Relation Classification for Drug–Drug Interactions", Applied Sciences, Volume 12(21), Article 10987, 2022, DOI: https://doi.org/10.3390/app122110987
D. Zaikis, S. Kokkas, I. Vlahavas, "Transforming Drug-Drug Interaction Extraction from Biomedical Literature", In Proceedings of the 12th Hellenic Conference on Artificial Intelligence (SETN '22), Corfu, Greece, 7-9 Sep 2022, Article 12, pp. 1–8, Association for Computing Machinery, 2022
D. Zaikis, I. Vlahavas, "TP-DDI: Transformer-based pipeline for the extraction of Drug-Drug Interactions", Artificial Intelligence in Medicine, Volume 119, Article 102153, 2021