41 citations · 110 across the 11 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…
Enhancing Knowledge Graph Construction Using Large Language Models
Milena Trajanoska, Riste Stojanov, Dimitar Trajanov
The growing trend of Large Language Models (LLM) development has attracted significant attention, with models for various applications emerging consistently. However, the combined…
Company classification using zero-shot learning
Maryan Rizinski, Andrej Jankov, Vignesh Sankaradas +3
In recent years, natural language processing (NLP) has become increasingly important in a variety of business applications, including sentiment analysis, text classification, and n…