426 citations
- University of Hawaii at HiloUS11 papers
- University College LondonGB9 papers
- European Synchrotron Radiation FacilityFR7 papers
- Rutherford Appleton LaboratoryGB6 papers
- FZU ‒ Institute of Physics of the Academy of Sciences of the Czech RepublicCZ5 papers
- Herzberg Institute of AstrophysicsCA5 papers
- Leiden UniversityNL5 papers
- The Open UniversityGB5 papers
- University of EdinburghGB5 papers
- Czech Academy of Sciences, Institute of Plasma PhysicsCZ4 papers
- ETH ZurichCH4 papers
- Gdańsk University of TechnologyPL4 papers
Showing 2024 · cs.CEShow all
3 papers · 2 filters
cs.CE2024★ 21 cited
Sentiment Analysis of Economic Text: A Lexicon-Based Approach
Luca Barbaglia, Sergio Consoli, Sebastiano Manzan +2
We propose an Economic Lexicon (EL) specifically designed for textual applications in economics. We construct the dictionary with two important characteristics: 1) to have a wide c…
cs.CE2024★ 6 cited
Epidemic Information Extraction for Event-Based Surveillance using Large Language Models
Sergio Consoli, Peter Markov, Nikolaos I. Stilianakis +3
This paper presents a novel approach to epidemic surveillance, leveraging the power of Artificial Intelligence and Large Language Models (LLMs) for effective interpretation of unst…
cs.CE2024★ 18 cited
Forecasting GDP in Europe with Textual Data
Luca Barbaglia, Sergio Consoli, Sebastiano Manzan
We evaluate the informational content of news-based sentiment indicators for forecasting Gross Domestic Product (GDP) and other macroeconomic variables of the five major European e…