School of Informatics AUTh
Stylianou, Nikolaos, Panagiotis Kosmoliaptsis, and Ioannis Vlahavas. "Improved Biomedical Entity Recognition via Longer Context Modeling." IFIP International Conference on Artificial Intelligence Applications and Innovations. Springer, Cham, 2021.
Stylianou, Nikolaos, and Ioannis Vlahavas. "CoreLM: Coreference-aware Language Model Fine-Tuning." Proceedings of the Fourth Workshop on Computational Models of Reference, Anaphora and Coreference. 2021.
Stylianou, N., Vlachava, D., Konstantinidis, I., Bassiliades, N. and Persiteras, V., Doc2KG: Transforming Document Repositories to Knowledge Graphs. International Journal on Semantic Web and Information Systems, Vol. 18, no. 1, pp. 1-20, 2022
Stylianou, Nikolaos, and Ioannis Vlahavas. "TransforMED: End-to-End Transformers for Evidence-Based Medicine and Argument Mining in medical literature." Journal of Biomedical Informatics (2021): 103767.
Stylianou, N., and Vlahavas, I., 2021. A neural Entity Coreference Resolution review. Expert Systems With Applications 168, p.114466.
Stylianou, N., and Vlahavas, I., "E.T.: Entity-Transformers. Coreference Augmented Neural Language Model for Richer Mention Representations via Entity-Transformer Blocks" in Proceedings of the Third Workshop on Computational Models of Reference, Anaphora and Coreference, Association for Computational Linguistics, Barcelona, Spain (online). pp. 1–10.
Stylianou, N., Razis, G., Goulis, D.G. and Vlahavas, I., 2020. EBM+: Advancing Evidence-Based Medicine via two level automatic identification of Populations, Interventions, Outcomes in medical literature. Artificial Intelligence in Medicine 108, p.101949.
