Search Results for author: Maryan Rizinski

Found 2 papers, 1 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

Company classification using zero-shot learning

no code implementations1 May 2023 Maryan Rizinski, Andrej Jankov, Vignesh Sankaradas, Eugene Pinsky, Igor Miskovski, Dimitar Trajanov

In recent years, natural language processing (NLP) has become increasingly important in a variety of business applications, including sentiment analysis, text classification, and named entity recognition.

named-entity-recognition Named Entity Recognition +4

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