activity
20212024
most citedSentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex)

41 citations · 73 across the 5 of their papers we have counts for

collaborators

5 papers

cs.SE2024★ 2 cited

RDFGraphGen: An RDF Graph Generator based on SHACL Shapes

Milos Jovanovik, Marija Vecovska, Maxime Jakubowski +1

Developing and testing modern RDF-based applications often requires access to RDF datasets with certain characteristics. Unfortunately, it is very difficult to publicly find domain…

cs.CL2023★ 41 cited

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

Maryan Rizinski, Hristijan Peshov, Kostadin Mishev +2

Lexicon-based sentiment analysis (SA) in finance leverages specialized, manually annotated lexicons created by human experts to extract sentiment from financial texts. Although lex…

cs.CL2022★ 16 cited

Review of Natural Language Processing in Pharmacology

Dimitar Trajanov, Vangel Trajkovski, Makedonka Dimitrieva +5

Natural language processing (NLP) is an area of artificial intelligence that applies information technologies to process the human language, understand it to a certain degree, and…

cs.CL2021★ 14 cited

PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning

Nasi Jofche, Kostadin Mishev, Riste Stojanov +2

The challenge of recognizing named entities in a given text has been a very dynamic field in recent years. This is due to the advances in neural network architectures, increase of…

cs.DB2021

A GeoSPARQL Compliance Benchmark

Milos Jovanovik, Timo Homburg, Mirko Spasić

We propose a series of tests that check for the compliance of RDF triplestores with the GeoSPARQL standard. The purpose of the benchmark is to test how many of the requirements out…