Nikolaos Stylianou

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Coreference Resolution

Medical Literature

Top Venues

Artif. Intell. Medicine

Int. J. Semantic Web Inf. Syst.

Publications

Nikolaos Stylianou, Despoina Chatzakou, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris
Domain-Aligned Data Augmentation for Low-Resource and Imbalanced Text Classification. ECIR (2) (2023)
Amalia Georgoudi, Nikolaos Stylianou, Ioannis Konstantinidis, Georgios Meditskos, Thanassis Mavropoulos, Stefanos Vrochidis, Nick Bassiliades
Towards Knowledge Graph Creation from Greek Governmental Documents. IEA/AIE (1) (2023)
Nikolaos Stylianou, Danai Vlachava, Ioannis Konstantinidis, Nick Bassiliades, Vassilios Peristeras
Doc2KG: Transforming Document Repositories to Knowledge Graphs. Int. J. Semantic Web Inf. Syst. 18 (1) (2022)
Nikolaos Stylianou, Ioannis P. Vlahavas
CoreLM: Coreference-aware Language Model Fine-Tuning. CoRR (2021)
Nikolaos Stylianou, Ioannis P. Vlahavas
TransforMED: End-to-Εnd Transformers for Evidence-Based Medicine and Argument Mining in medical literature. J. Biomed. Informatics 117 (2021)
Nikolaos Stylianou, Ioannis P. Vlahavas
A neural Entity Coreference Resolution review. Expert Syst. Appl. 168 (2021)
Nikolaos Stylianou, Panagiotis Kosmoliaptsis, Ioannis P. Vlahavas
Improved Biomedical Entity Recognition via Longer Context Modeling. AIAI (2021)
Nikolaos Stylianou, Ioannis P. Vlahavas
E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks. CoRR (2020)
Nikolaos Stylianou, Gerasimos Razis, Dimitrios G. Goulis, Ioannis P. Vlahavas
EBM+: Advancing Evidence-Based Medicine via two level automatic identification of Populations, Interventions, Outcomes in medical literature. Artif. Intell. Medicine 108 (2020)
Nikolaos Stylianou, Ioannis P. Vlahavas
A Neural Entity Coreference Resolution Review. CoRR (2019)
Dimitrios Michailidis, Nikolaos Stylianou, Ioannis P. Vlahavas
Real Time Location Based Sentiment Analysis on Twitter: The AirSent System. SETN (2018)