41 citations · 73 across the 5 of their papers we have counts for
3 papers · 1 filter
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…
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…
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…