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2020 – today
- 2023
[c4]Nikolaos Stylianou
, Despoina Chatzakou, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris:
Domain-Aligned Data Augmentation for Low-Resource and Imbalanced Text Classification. ECIR (2) 2023: 172-187- [c3]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: 294-299 - 2022
- [j4]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): 1-20 (2022) - 2021
- [b1]Nikolaos Stylianou:
Natural language processing and information extraction. Aristotle University Of Thessaloniki, Greece, 2021 - [j3]Nikolaos Stylianou, Ioannis P. Vlahavas:
A neural Entity Coreference Resolution review. Expert Syst. Appl. 168: 114466 (2021) - [j2]Nikolaos Stylianou, Ioannis P. Vlahavas:
TransforMED: End-to-Εnd Transformers for Evidence-Based Medicine and Argument Mining in medical literature. J. Biomed. Informatics 117: 103767 (2021) - [c2]Nikolaos Stylianou, Panagiotis Kosmoliaptsis, Ioannis P. Vlahavas:
Improved Biomedical Entity Recognition via Longer Context Modeling. AIAI 2021: 45-56 - [i3]Nikolaos Stylianou, Ioannis P. Vlahavas:
CoreLM: Coreference-aware Language Model Fine-Tuning. CoRR abs/2111.02687 (2021) - 2020
- [j1]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: 101949 (2020) - [i2]Nikolaos Stylianou, Ioannis P. Vlahavas:
E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks. CoRR abs/2011.05431 (2020)
2010 – 2019
- 2019
- [i1]Nikolaos Stylianou, Ioannis P. Vlahavas:
A Neural Entity Coreference Resolution Review. CoRR abs/1910.09329 (2019) - 2018
- [c1]Dimitrios Michailidis, Nikolaos Stylianou, Ioannis P. Vlahavas:
Real Time Location Based Sentiment Analysis on Twitter: The AirSent System. SETN 2018: 21:1-21:4
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