Marina Bagić Babac
Biographic Data
| ID | 5155517 |
|---|---|
| NAME | Marina Bagić Babac |
| GIVEN NAMES | Marina Bagić |
| FAMILY NAME | Babac |
| SIGNATURE | BABAC M B |
| AFFILIATIONS | University of Zagreb |
| ORCID | 0000-0003-4979-2216 |
| VERIFIED | Yes |
| TOTAL WORKS | 2 |
| TOTAL CITATIONS | 1 |
| AUTHOR COUNT | 2 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2023 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
Unveiling ideological extremes in parliamentary debates using transformer-based language models
This study explores how natural language processing can uncover ideological orientations in European parliamentary debates. Using speeches from 28 countries, transformer-based models (BERT, RoBERTa, and DistilBERT) were fine-tuned for binary classification and evaluated by accuracy and F1-score. RoBERTa and DistilBERT slightly outperformed BERT, and DistilBERT offered a strong balance between efficiency and accuracy. Principal Component Analysis …
World-class sporting events as arenas of emotional eruptions on social media
Sporting events are arenas of emotional bursts, and social media is a place where such emotional irruptions of fans are encoded in their words and button clicks. This study investigates the use of Facebook reactions by sports fans during the most significant world-class sporting events in 2016: the UEFA Euro, the men’s football championship of Europe, and the Summer Olympics Games, a major international multi-sport event. Our research challenge i…
World-class sporting events as arenas of emotional eruptions on social media
Sporting events are arenas of emotional bursts, and social media is a place where such emotional irruptions of fans are encoded in their words and button clicks. This study investigates the use of Facebook reactions by sports fans during the most significant world-class sporting events in 2016: the UEFA Euro, the men’s football championship of Europe, and the Summer Olympics Games, a major international multi-sport event. Our research challenge i…
World-class sporting events as arenas of emotional eruptions on social media
Sporting events are arenas of emotional bursts, and social media is a place where such emotional irruptions of fans are encoded in their words and button clicks. This study investigates the use of Facebook reactions by sports fans during the most significant world-class sporting events in 2016: the UEFA Euro, the men’s football championship of Europe, and the Summer Olympics Games, a major international multi-sport event. Our research challenge i…
Unveiling ideological extremes in parliamentary debates using transformer-based language models
This study explores how natural language processing can uncover ideological orientations in European parliamentary debates. Using speeches from 28 countries, transformer-based models (BERT, RoBERTa, and DistilBERT) were fine-tuned for binary classification and evaluated by accuracy and F1-score. RoBERTa and DistilBERT slightly outperformed BERT, and DistilBERT offered a strong balance between efficiency and accuracy. Principal Component Analysis …
Advertising (1 works) · Argument (complex analysis (1 works) · Championship (1 works) · Computational and Text Analysis Methods (1 works) · Critical discourse analysis (1 works) · Digital Games and Media (1 works) · Event (particle physics (1 works) · Field (mathematics (1 works) · Football (1 works) · Ideology (1 works)