1 code implementation • 6 Jun 2023 • Maryan Rizinski, Hristijan Peshov, Kostadin Mishev, Milos Jovanovik, Dimitar Trajanov
Lastly, the XLex approach is inherently more interpretable than transformer models as lexicon models rely on predefined rules, allowing for better insights into the results of SA and making the XLex approach a viable tool for financial decision-making.
no code implementations • 22 Aug 2022 • Dimitar Trajanov, Vangel Trajkovski, Makedonka Dimitrieva, Jovana Dobreva, Milos Jovanovik, Matej Klemen, Aleš Žagar, Marko Robnik-Šikonja
As our work shows, NLP is a highly relevant information extraction and processing approach for pharmacology.
no code implementations • 25 Feb 2021 • Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Dimitar Trajanov
The methodology is used to create accurately labeled training and test datasets, which are then used to train models for custom entity labeling tasks, centered on the pharmaceutical domain.
1 code implementation • 11 Feb 2021 • Milos Jovanovik, Timo Homburg, Mirko Spasić
We propose a series of tests that check for the compliance of RDF triplestores with the GeoSPARQL standard.
Databases