3 papers
cs.CL2026
Clash of the models: Comparing performance of BERT-based variants for generic news frame detection
Vihang Jumle
Framing continues to remain one of the most extensively applied theories in political communication. Developments in computation, particularly with the introduction of transformer…
cs.HC2024
Google, How Should I Vote? How Users Formulate Search Queries to Find Political Information on Search Engines
Victoria Vziatysheva, Mykola Makhortykh, Maryna Sydorova +1
Search engine results depend not only on the algorithms but also on how users interact with them. However, factors affecting the selection of a search query remain understudied. Us…
cs.CL2024
Finding frames with BERT: A transformer-based approach to generic news frame detection
Vihang Jumle, Mykola Makhortykh, Maryna Sydorova +1
Framing is among the most extensively used concepts in the field of communication science. The availability of digital data offers new possibilities for studying how specific aspec…