Search Results for author: Milos Jovanovik

Found 4 papers, 2 papers with code

Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex)

1 code implementation6 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.

Decision Making Sentiment Analysis

PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning

no code implementations25 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.

named-entity-recognition Named Entity Recognition +6

A GeoSPARQL Compliance Benchmark

1 code implementation11 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

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